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Daniel Rosehill Documentation Repository

Main Site
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All Repos
- Archives
  Archives
  - Docs
    
    Docs
- Blogs
  Blogs
  - My Thoughts On Tech
    
    My Thoughts On Tech
    
    The sorry state of consumer SaaS backup
    
    AI Code-Gen Is A Digital Emanicpatio
- Data projects
  Data projects
  - GVFD (Derivative Database)
    
    GVFD (Derivative Database)
    
    Changelog - Derivative Dataset
    
    Data dictionary
    
    Terms Of Use
    
    Links
    
    Sample Data
    
    About The Dataset
    
    About The Dataset
    
    Notes
    
    Notes
    
    Primary vs. secondary pollutants (air pollution)
    
    Release notes
    Release notes
    
    Release Notes: V2, Derivative Dataset, IFVI GVFD
    
    Specs
    Specs
    
    Aggregated Data Parameters
    
    Air Pollution Data Parameters
    
    GHG Emissions
    
    Land Conversion Data Parameters
    
    Land Conversion Data Parameters
    
    Waste
    
    Water Consumption Data Parameters
    
    Water Pollution Data Parameters
    
    Geo
    Geo
    
    IFVI Global Value Factors Database (GVFD) V1
    
    Geographical Scope: Countries & Territories
    
    Raw
    Raw
    
    Air Pollution Methodology - Manifest
    
    GHG Data Manifest
    
    Land Conversion Data Manifest
    
    Land Use Data Manifest
    
    Waste Data Manifest
    
    Water Consumption Data Manifest
    
    Water Pollution Data Manifest
    
    Without countries
    Without countries
    
    Manifest for airpollution.csv
    
    Manifest for ghgs.csv
    
    Manifest for land-conversion.csv
    
    Manifest for land-use.csv
    
    Territories
    
    Manifest for waste.csv
    
    Manifest for water-consumption.csv
    
    Manifest for water-pollution.csv
    
    Manifest for water-pollution.csv
  - Notebook
    
    Notebook
    
    Sustainability
    Sustainability
    
    Oil and gas majors
    
    Oil and gas majors
- Documentation
  Documentation
  - Document Templates
    
    Document Templates
  - GIthub Submodules
    
    GIthub Submodules
    
    Debugging
    Debugging
    
    Added an empty repo as a submodule (debugging)
- Indexes
  Indexes
  - Docs
    
    Docs
  - Github Index
    
    Github Index
    
    Data
    
    Israel
    
    Knowledge Management
    
    LLMs & AI
    
    Utilities & Other
- Israel
  Israel
  - Shelter guidelines
    
    Shelter guidelines
- Lists
  Lists
  - Linux llm desktop tools
    
    Linux llm desktop tools
  - VS Code LLM Tools
    
    VS Code LLM Tools
    
    Chat UI
    
    Coding Assistants, Code Gen, Copilots
    
    Context
    
    Educative & Teaching
    
    General Tools
    
    Prompt Eng & Runners
    
    Python + LLM
    
    Translation & Localisation
    
    Utilities
    
    Web Design
- LLMs And AI
  LLMs And AI
  - Alias experiment
    
    Alias experiment
    
    Contextual data
    Contextual data
    
    Bio
    Bio
    
    Baseline
    Baseline
    
    Baseline bio
    
    Key docs
    Key docs
    
    Professional
    Professional
    
    Cv
    Cv
    
    V1
    V1
    
    Resume Of David Rosen
    
    Specific data
    Specific data
    
    Academic achievements
    
    Accent details
    
    Accommodation preferences
    
    Achievements timeline
    
    Acquired skills
    
    Ai knowledge
    
    Allergies list
    
    Annual goals
    
    Aspirations
    
    Awards received
    
    Banking details
    
    Best friends
    
    Biggest fears
    
    Blog posts
    
    Booking preferences
    
    Bucket list
    
    Business contacts
    
    Career highlights
    
    Career path
    
    Charity involvement
    
    Childhood memories
    
    Client list
    
    Clothing sizes
    
    Coffee preferences
    
    Communication style
    
    Commute details
    
    Core values
    
    Cork memories
    
    Cultural background
    
    Current projects
    
    Daily routine
    
    Dietary preferences
    
    Digital footprint
    
    Dream destinations
    
    Dream home
    
    Dream job
    
    Driving license
    
    Education history
    
    Emergency contacts
    
    Environmental concerns
    
    Exercise routine
    
    Favorite apps
    
    Favorite authors
    
    Favorite books
    
    Favorite cuisines
    
    Favorite films
    
    Favorite gadgets
    
    Favorite languages
    
    Favorite music
    
    Favorite places
    
    Favorite podcasts
    
    Favorite quotes
    
    Favorite restaurants
    
    Favorite tv shows
    
    Favorite websites
    
    Financial goals
    
    First job
    
    Fitness goals
    
    Five year plan
    
    Food allergies
    
    Future ambitions
    
    Gaming preferences
    
    Greatest accomplishments
    
    Greatest challenges
    
    Growth areas
    
    Health concerns
    
    Hidden talents
    
    Hobbies list
    
    Home decor preferences
    
    Ideal vacation
    
    Important dates
    
    Influencers followed
    
    Inspiration sources
    
    Insurance details
    
    Interview tips
    
    Irish heritage
    
    Israeli experiences
    
    Jerusalem favorites
    
    Key relationships
    
    Language proficiency
    
    Leadership style
    
    Learning goals
    
    Life changing events
    
    Life philosophy
    
    Linkedin profile
    
    Long term goals
    
    Major decisions
    
    Management style
    
    Mentors list
    
    Morning routine
    
    Motivation factors
    
    Moving to israel
    
    Networking strategies
    
    Nicknames
    
    Notable achievements
    
    Nutrition plan
    
    Online courses taken
    
    Passport details
    
    Personal brand
    
    Personal growth plan
    
    Personal library
    
    Personal mission statement
    
    Personal mottos
    
    Personality traits
    
    Pet peeves
    
    Phone contacts
    
    Political views
    
    Preferred communication channels
    
    Professional associations
    
    Professional development plan
    
    Professional network
    
    Project management style
    
    Public speaking experience
    
    Reading list
    
    Recurring dreams
    
    Relationship status
    
    Religious beliefs
    
    Resume
    
    Retirement plans
    
    Role models
    
    Salary history
    
    Savings goals
    
    School memories
    
    Self improvement goals
    
    Short term goals
    
    Side hustles
    
    Signature dishes
    
    Skills inventory
    
    Sleep patterns
    
    Social causes
    
    Social media profiles
    
    Spending habits
    
    Spiritual beliefs
    
    Sports interests
    
    Strengths and weaknesses
    
    Stress management techniques
    
    Subscriptions list
    
    Tech skills
    
    Time management strategies
    
    Travel bucket list
    
    Travel experiences
    
    Unique traits
    
    Volunteer work
    
    Weekly schedule
    
    Wellness practices
    
    Work accomplishments
    
    Work ethics
    
    Work life balance strategies
    
    Workout routine
    
    Writing samples
    
    Yearly budget
    
    Demos
    
    Demos
    
    Professional
    Professional
    
    Career help
    Career help
    
    Use-Case: Career Planning, "Next Steps" Identification
    
    Use-Case: Identifying Skill Gaps
    
    Development
    Development
    
    Outputs
    Outputs
    
    Life filetree
    Life filetree
    
    Life filetree
    
    Generic
    Generic
    
    1K
    1K
    
    Filenames
    
    Specific
    Specific
    
    Output1
    
    Prompts
    Prompts
    
    Prompt
    
    Prompt
    
    Prompt for developing synthetic context notes
    
    Context gen
    Context gen
    
    Folder based
    Folder based
    
    Files chunked
    
    Prompt
    
    Prompt
    
    With variables
    With variables
    
    Prompt
    
    V2
    V2
    
    Prompt
    
    Prompt
    
    Prompts
    Prompts
    
    Prompt
    
    Raw material
    Raw material
    
    Outputs
    Outputs
    
    David Rosen - CV
    
    Repo mgmt
    Repo mgmt
    
    Snippets
    Snippets
    
    Use-Case:
  - LLM API Pricing
    
    LLM API Pricing
    
    Sample prompt and output for tokenisation calculations
    
    How many prompts & outputs will $20 buy you using an LLM API?
    
    General reference notes on LLM API pricing
    
    LLM Pricing URLs
    
    Data docs
    Data docs
    
    Provider by date
    Provider by date
    
    OpenAI API Pricing 29-11-24
  - Custom Agent/Assistant Configurations
    
    Custom Agent/Assistant Configurations
    
    Changelog
    
    Notes Notes
    Table of contents
    
    Notes For Self
    
    Hugging Face Addition Queue
    
    AI-Related
    AI-Related
    
    A day in gpt land
    
    Ai career ideator
    
    Ai could help here
    
    Ai tech advisor
    
    Summary
    
    Your friendly ai prof
    
    Career
    Career
    
    Career pivot ideator
    
    Grow with my job
    
    Job performance coach
    
    Technology certification finder
    
    Data
    Data
    
    Csv to markdown reformatter
    
    Data organisation genie
    
    Python chatgpt ap script builder
    
    Data architecture
    Data architecture
    
    The database matchmaker
    
    Data discovery
    Data discovery
    
    Document table finder
    
    Eco Ninja - V3
    
    New statistics locator
    
    Open data finder
    
    Data mining
    Data mining
    
    Document stats and numbers miner
    
    Data utilities
    Data utilities
    
    Data relationships utility
    
    Dummy csv data generator
    
    Dummy tech project ideator
    
    Organisation relationship finder
    
    Data visualisation
    Data visualisation
    
    Summary
    
    Education
    Education
    
    Databases are better than spreadsheets
    
    Graph databases
    Graph databases
    
    Graph database stack assistant
    
    Postgres
    Postgres
    
    The Postgres Schema Genie
    
    Summary
    
    Sql helpers
    Sql helpers
    
    Name
    
    Summary
    
    Name
    
    Taxonomies
    Taxonomies
    
    Name
    
    Name
    
    Taxonomy and category builder
    
    Taxonomy Ideation Wizard
    
    Development
    Development
    
    Backoffice development copilot
    
    Backoffice gpt creation assistant
    
    Improve my script
    
    Entertainment
    Entertainment
    
    Movie finder
    
    Food and drink
    Food and drink
    
    Beer tap identifier
    
    Indian and nepalese restaurant finder
    
    Worst eats guide
    
    For fun
    For fun
    
    Bad jokes galore
    
    Email disaster
    
    Grumpy llm
    
    Life's a musical
    
    Lousy pun joke generator
    
    Personal conspiracy theory generator
    
    Pub agenda generator
    
    Pub crawl creator
    
    Recent documentary finder
    
    Summary
    
    Vacation doomsday prepper
    
    Weird clothing suggester
    
    Geopolitics
    Geopolitics
    
    Brief generators
    Brief generators
    
    Geopolitical brief generator
    
    Israel SITREP Generator
    
    SITREP Creator (General)
    
    Simulators
    Simulators
    
    Geopolitical scenario simulator
    
    Health
    Health
    
    Low fat food options
    
    The sunrise riser sleeping hours suggester
    
    Mental health
    Mental health
    
    Gaslighting guardian
    
    Gifted adult helper
    
    Sensory support gpt
    
    The creativity coach
    
    Llm tools
    Llm tools
    
    Prompt To LLM
    
    Stack Research Prompt Assistant
    
    Text to video prompt helper
    
    Voice prompt refiner
    
    Llms
    Llms
    
    Iterative gpt suggester
    
    LLM Background Assistant (Researcher)
    
    LLM Output Self-Judge
    
    LLM Use-Case Ideation Bot
    
    LLMs People And Orgs
    
    Random gpt suggestion tool
    
    The LLM Mimic
    
    Agent fleets
    Agent fleets
    
    Gpt fleet optimisation utility
    
    Chat gpt
    Chat gpt
    
    Chatgpt capabilities miner
    
    Chatgpt prompt engineering buddy
    
    Evaluation
    Evaluation
    
    Gpt test bench
    
    Ideation
    Ideation
    
    Gpt usage coach
    
    Organisation
    Organisation
    
    Help me remember that
    
    The checklist pro
    
    Time management
    Time management
    
    Keep me on time
    
    Workflow planners
    Workflow planners
    
    Daily schedule manager
    
    Weekly work planner
    
    Weekly workflow planning assistant
    
    Preparedness
    Preparedness
    
    Disaster debrief assistant
    
    Disaster preparedness expert
    
    Disaster scenario ideator
    
    Emergency shelter finding guidance
    
    Location based threat briefer
    
    Preparedness advisor
    
    Preparedness brief creator
    
    Preparedness partner
    
    Business continuity
    Business continuity
    
    Business continuity advisor
    
    Productivity
    Productivity
    
    Boss update batcher
    
    Do we need this meeting
    
    Let's work remotely!
    
    Automation
    Automation
    
    Automate my workflow
    
    Let's automate this
    
    Brainstorming
    Brainstorming
    
    Brainstorming assistant
    
    Brainstorming coach
    
    Voice mode
    Voice mode
    
    Voice mode mentor
    
    Professional
    Professional
    
    Meeting Management
    Meeting Management
    
    Meeting agenda assistant
    
    Meeting minutes recorder
    
    PR & Communications
    PR & Communications
    
    Media interview coach
    
    Media monitoring brief assistant
    
    Media monitoring helper
    
    Media opportunity screener
    
    Summary
    
    Opportunities for comment pr assistant
    
    Prompt Engineering
    Prompt Engineering
    
    Coaches
    Coaches
    
    Gpt prompt chaining coach
    
    News digest
    News digest
    
    Summary
    
    Utilities
    Utilities
    
    Improve my gpt prompt
    
    Prompt shortener
    
    Research
    Research
    
    Research with python tutorials generator
    
    Tech product finder
    
    The professional skeptic
    
    Topic to subreddit
    
    Policy analysis
    Policy analysis
    
    Regulation and policy comparison assistant
    
    Purchasing
    Purchasing
    
    Brand reliability checker
    
    Find me compatible hardware
    
    Ruggedized product finder
    
    Summarisers
    Summarisers
    
    Report summariser
    
    Sustainability
    Sustainability
    
    If we don't change...
    
    Advisory
    Advisory
    
    Sustainable living advisor
    
    Data discovery
    Data discovery
    
    GHG Emissions Data Finder
    
    Econinja
    Econinja
    
    Eco Ninja V3 - Sustsainability Data Retrieval Genie
    
    Sustainability reports
    Sustainability reports
    
    Recent report finder
    
    Sustainability report finder
    
    Tech - General
    Tech - General
    
    Backup coach
    
    Backup evaluation assistant
    
    Self hosted tech finder
    
    Tech improvement guide
    
    Tech stack optimizer
    
    Text formatting
    Text formatting
    
    Summarise VS Code extensions in structured markdown
    
    Travel
    Travel
    
    Airport food options
    
    Find a bar near me
    
    Summary
    
    In flight wifi
    
    Late night venues
    
    Luggage allowance helper
    
    Travel prep pro
    
    Utilities
    Utilities
    
    Name
    
    Broken link helper
    
    Custom GPT To Hugging Face Chat Converter
    
    Docker Compose Analyser
    
    Tech comparison head to head
    
    True story movie recommender
    
    View on Hugging Face Markdown badge generator
    
    Summary
    
    Who's this person
    
    Writing
    Writing
    
    Brief generator
    
    Email optimiser
    
    Freeform to formal writing converter
    
    Summary
    
    Quick email template generator
    
    Text fixer (british english)
    
    Typo master
    
    Ye olde text converter
  - Evaluation Prompts
    
    Evaluation Prompts
    
    Iterate on Python program
    
    Prompts for evaluating augmented retrieval capabilities
    
    Training data cutoff
    
    Prompt Generation Templates
    Prompt Generation Templates
    
    Prompt template for bias evaluation prompt generation
  - Experiment notes
    
    Experiment notes
    
    Experiments
    Experiments
    
    Output variability
    
    Output variability
    
    ChatGPT Output Runs
    
    Perplexity AI Output Runs
    
    Scripts returned by each output
    
    Prompt for variability experiment
    
    Real time news
    
    Real time news
    
    Methodology tests
    Methodology tests
    
    Output chaining
    Output chaining
    
    Geopolitical reaction analysis - ICC Nov 2024
    
    Planned
    Planned
    
    LLMs As Unreliable Guides Through The LLM Ecosystem
  - Fun LLM Data Prompts
    
    Fun LLM Data Prompts
    
    Assistant configs
    Assistant configs
    
    Using LLM + RAG as an environmental data analysis sidekick
    
    Prompts
    Prompts
    
    Statistical analysis
    Statistical analysis
    
    Hypothesis testing
  - Langchain workflows
    
    Langchain workflows
    
    Prompt eng guides
    
    Prompt eng guides
  - LLM Workflow Management
    
    LLM Workflow Management
    
    Files & Folders - Repo Structure
    
    Prompt Storage: Recommendations
    
    Tool Recommendations
    
    Shortcuts
    
    Storing LLM API Keys
    
    Recording Templates
    
    Workflow: input, output, prompt management
    
    Examples
    Examples
    
    Prompt library examples
  - LLMs on LLMs
    
    LLMs on LLMs
    
    Careers In AI
    Careers In AI
    
    Careers in LLMs
    
    Certifications
    Certifications
    
    What foundational certs are available for those aspiring to launch a career in AI?
    
    LLM-Ops (Function)
    LLM-Ops (Function)
    
    What is 'LLM Ops' And What Do They Do?
    
    What kind of skillsets are in-demand among LLM-ops practicioners?
    
    API & Programmatic Use
    API & Programmatic Use
    
    When you interact with an LLM through its API, is the output still formatted in markdown?
    
    Code llama
    Code llama
    
    Accessing Code Llama By API
    
    Gpt api
    Gpt api
    
    Does LLM quality vary depend on whether you access it via API or web UI?
    
    Unified llm apis
    Unified llm apis
    
    Prompt
    
    A List Of Unified LLM API Providers
    
    Benchmarking
    Benchmarking
    
    Has the code-generation capabilities of different LLMs been validated through formal benchmarking?
    
    Is there standardised benchmarking being done to compare the various capabilities of LLMs objectively?
    
    Bias and fairness
    Bias and fairness
    
    If we wanted to deliberately fine-tune for political bias...
    
    Prompts to probe for political bias
    
    Hypothetical bias evaluation: Western vs. Eastern LLMs
    
    Censorship
    Censorship
    
    Is a totally uncensored LLM really possible?
    
    Abliteration
    Abliteration
    
    How does LLM abliteration work?
    
    Censorship evaluation
    Censorship evaluation
    
    How to evaluate censorship in
    
    Test prompts for evaluating llm cencorship
    
    Context, RAG, Tokenisation
    Context, RAG, Tokenisation
    
    Are there existing frameworks for building repositories of contextual information?
    
    Are there existing tools for creating a repository of contextual data for personal LLM use?
    
    Context window
    Context window
    
    Understanding the Context Window in Large Language Models: A Primer for Business Leaders
    
    Personal context storage
    Personal context storage
    
    Which format do you think is the best for storing your resume as contextual data for use with LLMs?
    
    Prompt
    
    Prompt
    
    How might a user go about building out their own context repository for working with LLM?
    
    If I wanted to build my own repository of contextual data, where might I start?
    
    Rag
    Rag
    
    Prompt
    
    Test llm + rag deployments in the cloud (saas) ac
    
    Prompt
    
    Why might i want to set up my own rag system bf
    
    Tokenisation
    Tokenisation
    
    Prompt
    
    Prompt
    
    How do you calculate tokensation
    
    Llm with the highest token limit
    
    Prompt
    
    Core Concepts
    Core Concepts
    
    Attention
    Attention
    
    Understanding Attention Mechanisms in Large Language Models: A Primer for Business Leaders
    
    Inference
    Inference
    
    Core Mechanisms of LLMs for Information Retrieval
    
    Explain what 'inference' means in the context of LLMs?
    
    Inference length
    Inference length
    
    Which LLMs can support the longest outputs, currently?
    
    Neural networks
    Neural networks
    
    Explain what 'neutral networks' mean in the context of LLMs ... and how they work?
    
    Other topics
    Other topics
    
    Top p k
    Top p k
    
    What do 'top K' and 'top M' mean in LLMs?
    
    Transformers
    Transformers
    
    LLM transformers in historical context
    
    Do all LLMs use the transformer architecture?
    
    Vector Databases: A Primer for Business Leaders
    
    Weights
    Weights
    
    Prompt
    
    Cost Management
    Cost Management
    
    Are any LLM APIs particularly effective for bulk usage?
    
    Custom agents assistants
    Custom agents assistants
    
    How might you "convert" Custom GPTs into Hugging Face chat agents?
    
    Deployment
    Deployment
    
    Local llms
    Local llms
    
    Prompt
    
    Prompt
    
    Desktop llm apps with opensuse support
    
    How do local llms handle context management and tokenisation
    
    How to run an llm locally guis e
    
    Local llms that could offer value beyond cloud ai b
    
    Local llms with recent training data cutoff
    
    Prompt
    
    Well known llms run locally
    
    Which llm apis can be used on jan (et al)
    
    Lmstudio
    Lmstudio
    
    Inference parameters in lm studio explained d
    
    Self hosting
    Self hosting
    
    Prompt
    
    Eli5
    Eli5
    
    How do LLMs "store" info?
    
    Evaluation
    Evaluation
    
    Eval benchmarks
    Eval benchmarks
    
    Benchmarks for comparing the accuracy of different models
    
    Eval frameworks
    Eval frameworks
    
    Prompt
    
    Evolution
    Evolution
    
    Llm predictions
    Llm predictions
    
    LLM Predictions For 2025
    
    Fine tuning
    Fine tuning
    
    How significantly can fine-tuned models differ from the models they were derived from?
    
    I'd love to have a go at fine-tuning an LLM. How hard is it?
    
    Has an LLM been devised or fine-tuned specifically for the purpose of simulating geopolitical scenarios?
    
    Give me 20 reasons I might wish to fine-tune an LLM
    
    Formatted outputs
    Formatted outputs
    
    Tables
    Tables
    
    Major LLM Evaluation Frameworks
    
    Geography and culture
    Geography and culture
    
    How have LLMs been evolving in Asia?
    
    Are LLMs' inherently America-centric? And does that pose a challenge to their global adoption?
    
    Hardware
    Hardware
    
    Summarise the hardware that has been developed to date for the primary purpose of running LLMs?
    
    I'm Curious!
    I'm Curious!
    
    Are there collections of prompts and outputs out there?
    
    Can LLMs run out of ideas?
    
    Prompt
    
    How can LLMs take up so little space on a computer?
    
    How LLMs analyse images
    
    How does ChatGPT seem to often produce better software recommendations than searching on Google?
    
    How does EleutherAI open-source GPT models?
    
    How llms learn colloquialisms
    
    How much text do LLMs create daily?
    
    Prompt
    
    Prompt
    
    How are LLMs so typo tolerant?
    
    Prompt
    
    Why are there so many self hostable llms
    
    Prompt
    
    Why is context such a challenge for llms ac
    
    Image gen
    Image gen
    
    What does inpainting mean (ai generated images) ed
    
    Dalle
    Dalle
    
    Dalle standard res
    
    LLM Users
    LLM Users
    
    Enterprise
    Enterprise
    
    Prompt
    
    Prompt
    
    Prompt
    
    Prompt
    
    Prompt
    
    Government
    Government
    
    Prompt
    
    LLM Use-Cases For: The Intelligence Community
    
    LLM Use-Cases For Law Enforcement
    
    Military
    Military
    
    Militaries commonly conduct war-gaming. Have there been any efforts to use LLMs for this purpose?
    
    Misc
    Misc
    
    How do LLMs deal with ambiguity?
    
    Models
    Models
    
    Rank the major llms by training data cutoff time ad
    
    Google
    Google
    
    Gemma series of llms bead
    
    Grok
    Grok
    
    The grok llms
    
    Lemistral
    Lemistral
    
    Le mistral current models explained
    
    Model comparisons
    Model comparisons
    
    Comparing gpt o with o mini
    
    Gpt o vs. o turbo
    
    Mistral large vs. gpt and claude d
    
    LLM Userbases
    LLM Userbases
    
    List of file types supported by gpto
    
    Other tools
    Other tools
    
    Lang chain
    Lang chain
    
    Prompt
    
    Platforms and companies
    Platforms and companies
    
    Openrouter versus provider llms
    
    What is alabs fa
    
    Chatgpt
    Chatgpt
    
    Prompt
    
    Chatgpt data exploration prompt ideas
    
    Chatgpt enabling learning ea
    
    Prompt
    
    Chatgpt voice apps for android
    
    How chatgpt continuous improvement works
    
    Hugging face
    Hugging face
    
    Llm models networks to explore beyond hugging face
    
    Prompt engineering
    Prompt engineering
    
    Prompt
    
    How to write prompts inside of scripts with openai api
    
    Techniques declining in importance
    
    Prompt
    
    Prompt reframing explained
    
    Prompt
    
    Prompt engineering techniques, alphabetical list
    
    Prompt
    
    Batch prompting
    Batch prompting
    
    Batch prompting frameworks
    
    Evaluation prompts
    Evaluation prompts
    
    Prompt
    
    Frameworks and tools
    Frameworks and tools
    
    Prompt
    
    Prompt evaluation tools that can be deployed locally be
    
    Prompt foo
    Prompt foo
    
    Intended way to setup prompt foo locally
    
    Prompt source
    Prompt source
    
    Prompt
    
    My prompts
    My prompts
    
    Prompt eng
    Prompt eng
    
    Prompt
    
    Prompt
    
    Programmatic
    Programmatic
    
    How can variables and scripts be used when writing LLM prompts?
    
    Prompt eng careers
    Prompt eng careers
    
    Prompt
    
    Prompt engineering explained
    
    Prompt
    
    Prompt ideation
    Prompt ideation
    
    Suggest argument-based prompting strategies
    
    Prompt management
    Prompt management
    
    Prompt
    
    Prompt management tools worth checking out
    
    Prompt templates
    Prompt templates
    
    Prompt templates for generating images from context setting image
    
    Prompt templates for generating tech specs for resting projects
    
    Prompting language
    Prompting language
    
    How do LLMs deal with ambiguity?
    
    How are LLMs able to understand colloquialisms?
    
    Standardisation of natural language in prompting.
    
    Prompting tips
    Prompting tips
    
    Developing an effective prompt library
    
    Prompting use cases
    Prompting use cases
    
    Document editing
    Document editing
    
    Prompting approaches for document formatting c
    
    Image generation
    Image generation
    
    Prompting for specific aspect ratios
    
    Specific strategies
    Specific strategies
    
    One shot prompting
    
    Chain of thought
    Chain of thought
    
    Chain of thought prompting
    
    Chunking
    Chunking
    
    Prompt
    
    Zero shot
    Zero shot
    
    Zero shot prompting explained
    
    Python
    Python
    
    Conda packages for llm work
    
    Conda packages for nlp
    
    Conda packages for prompt engineering
    
    Conda packages related to data anlaytics cc
    
    Conda packges for ai (general)
    
    Q&A
    Q&A
    
    Prompt
    
    Do llms only improve with new model releases
    
    Quality control
    Quality control
    
    Best practices for testing gpts & gpt outputs
    
    What processes do LLMs go through during internal testing?
    
    Hallucinations
    Hallucinations
    
    What practices can reduce hallucinations in LLMs?
    
    Stack research
    Stack research
    
    Prompt
    
    Storage
    Storage
    
    Prompt
    
    Prompt
    
    Store outputs and prompts automatically. how to do this
    
    Ways prompts and outputs could be stored
    
    Output storage
    Output storage
    
    Claude on benefits of storing outputs in a km
    
    Prompt
    
    Prompt
    
    Prompt
    
    Gpts recommendations for saving chats
    
    Vector dbs
    Vector dbs
    
    Vector db for output storage dd
    
    Templates
    Templates
    
    Prompt
    
    Terminology
    Terminology
    
    The text introducing and summarising outputs
    
    The industry
    The industry
    
    How much have major llm providers open sourced their models
    
    Prompt
    
    Prompt
    
    Training
    Training
    
    Closed-sourced datasets used in LLM training
    
    Is training data always open source?
    
    Training material selection and user experience
    
    Is there a minimum training data?
    
    Pretaining
    
    Selective llm training
    
    Supervised vs. unsupervised learning
    
    Prompt
    
    What's currently being used as training data
    
    Prompt
    
    Trends
    Trends
    
    How much innovation is taking place in LLMs?
    
    Increased personalisation in future llms
    
    LLM improvements in 2025
    
    Prompt
    
    Prompt
    
    Prompt
    
    Prompt
    
    If you wanted to keep up to date with upcoming LLM releases, where would you suggest looking?
    
    UI & Frontend
    UI & Frontend
    
    Prompt
    
    Prompt
    
    Image generation guis for ai programs
    
    Prompt
    
    Prompt
    
    Voice control
    Voice control
    
    Prompt
    
    Llms with voice mode support on non mobile devices
    
    Voice recognition for interfacing with llms via chrome be
    
    Unsorted
    Unsorted
    
    Alternatives to lm studio for running local llms
    
    Are there ai tools which could automatically construct a graph representation of textual data
    
    Prompt
    
    Prompt
    
    Prompt
    
    Deploying custom llm agents
    
    Do local code gen llms do better than cloud ai ed
    
    Prompt
    
    Prompt
    
    Prompt
    
    Prompt
    
    Prompt
    
    Prompt
    
    Prompt
    
    How ai and ml have relevance in the world of sustainability reporting
    
    Prompt
    
    How long might programatically parsing , notes into a graph database take dc
    
    How to set up a testing local llm + rag setup
    
    Inference quality differences between variants of an llm
    
    Prompt
    
    Prompt
    
    Llm capabilities an overview
    
    Prompt
    
    Prompt
    
    Prompt
    
    The capabilities of gpt ca
    
    Prompt
    
    Prompt
    
    Prompt
    
    Using llamaindex for building chatbot with postgres data saving
    
    Use cases
    Use cases
    
    Animation
    Animation
    
    Ai animation tools ac
    
    Career guidance
    Career guidance
    
    Llms for proactive knowledge gap closing
    
    Classification
    Classification
    
    Prompt
    
    Code generation
    Code generation
    
    What are some cloud LLMs that can generate Python?
    
    Emerging code-gen LLMs
    
    How can python generation llms be evaluated
    
    How do you use Code Llama?
    
    How can I get going using StarCoder to create Python GUIs?
    
    Llm assisted dev
    Llm assisted dev
    
    Prompt
    
    Prompt
    
    Python
    Python
    
    Prompt
    
    Fine tuned llms for python generation
    
    Prompt
    
    Data visualisation
    Data visualisation
    
    Llms and ai tools for basic data viz applications
    
    Llms and data visualisation ebb
    
    Other use cases
    Other use cases
    
    Can llms be used to mine use cases for themselves
    
    Generative ai use cases beyond llms and image
    
    News monitoring
    News monitoring
    
    Prompt
    
    Personalised learning
    Personalised learning
    
    Prompt
    
    Prompt
    
    Prompt
    
    Prompt
    
    Research uses
    Research uses
    
    Geopolitics
    Geopolitics
    
    Prompt
    
    Workflow
    Workflow
    
    Prompt
  - Prompt Engineering Resources
    
    Prompt Engineering Resources
    
    Books
    
    Updates
    
    Prompt Engineering Guides
    
    Prompts to discover prompt eng resources
    
    Techniques
    Techniques
    
    Llm authored
    Llm authored
    
    Pe guides
    Pe guides
    
    Ab Testing Prompts
    
    Action Oriented Prompting
    
    Adaptive Prompting
    
    Adding Constraints To Prompts
    
    Adding Context To Prompts
    
    Adding Examples To Prompts
    
    Analogical Prompting
    
    Categorization Prompting
    
    Chain Of Symbol Prompting
    
    Chain Of Thought Prompting
    
    Clarifying Prompting
    
    Comparative Prompting
    
    Complex Prompting
    
    Context Augmentation
    
    Contextual Prompting
    
    Contextual Rephrasing
    
    Conversational Prompting
    
    Curiosity Driven Prompting
    
    Data Driven Prompting
    
    Detail Oriented Prompting
    
    Domain Specific Prompting
    
    Empathetic Prompting
    
    Ensemble Prompting
    
    Ethical Prompting
    
    Expectation Setting Prompting
    
    Exploratory Prompting
    
    Feedback Loop Prompting
    
    Few Shot Prompting
    
    First Principles Prompting
    
    Hypothetical Prompting
    
    Indirect Prompting
    
    Instruction Based Prompting
    
    Intentional Ambiguity Prompting
    
    Knowledge Enhanced Prompting
    
    Limitations Aware Prompting
    
    Limitations Based Prompting
    
    Meta Prompting
    
    Multi Turn Prompting
    
    Narrative Prompting
    
    Outcome Specific Prompting
    
    Performance Feedback Prompting
    
    Problem Solving Prompting
    
    Prompt Injection
    
    Recursive Prompting
    
    Role Based Prompting
    
    Scaffolding Prompting
    
    Self Consistency Prompting
    
    Self Reflective Prompting
    
    Specificity In Prompts
    
    Step By Step Prompting
    
    Subject Area Prompting
    
    Suggestive Prompting
    
    Synthesis Prompting
    
    Visualization Prompting
    
    Zero Shot Prompting
    
    Tools
    
    Tools
    
    Browser Extensions
    
    Clis
    
    Python Libraries
    
    Testing
    
    Tool Discovery
  - Prompt Libraries (List Of)
    
    Prompt Libraries (List Of)
  - Prompt Library
    
    Prompt Library
    
    By prompt type
    By prompt type
    
    Templated prompting
    Templated prompting
    
    Create Launchers (Linux)
    
    By Use Case
    By Use Case
    
    Analysis
    Analysis
    
    Prompt
    
    Automation helpers
    Automation helpers
    
    Python scripts
    Python scripts
    
    Which files don't have images in my markdown project?
    
    Awesome lists
    Awesome lists
    
    Format URLs for an Awesome list (etc)
    
    Code Generation
    Code Generation
    
    The Basics
    
    Github prompting workflow
    
    Local prompt saving GUI
    
    Data
    Data
    
    Data analysis
    Data analysis
    
    Data retrieval and anlaysis prompt: GHG Emissions
    
    Data Collection
    Data Collection
    
    Rank llms
    
    Taxonomy Development
    Taxonomy Development
    
    Improve my backend
    Improve my backend
    
    Improve (Or Help Me Build) A Backend
    
    Versions
    Versions
    
    Changelog
    
    Improve / Build My Backend
    
    V1
    
    Debugging
    Debugging
    
    Read this terminal output, explain what went wrong.
    
    Development
    Development
    
    Write me a Docker Compose
    
    Useful Docker Compose assistance
    
    Document Generation
    Document Generation
    
    Creating PDFs from CSV Data with LLMs
    
    Prompting LLMs For Personalised Documentation Generation
    
    Llm research
    Llm research
    
    Generate an LLM summary
    
    Understanding LLM capabilities by prompt
    
    Local LLMs (Exploring)
    Local LLMs (Exploring)
    
    Suggest a local instructional LLM
    
    Prompt To Model
    
    Prompting Strategy: Use A Cloud LLM To Recommend A Local LLM!
    
    Can you suggest any new local LLMs I could download?
    
    Movie recommendations
    Movie recommendations
    
    Using LLMs for ... movie recommendations!
    
    Multimodal
    Multimodal
    
    Ai vision
    Ai vision
    
    Annotating screenshot, prompt
    
    Organisational support
    Organisational support
    
    List My Projects
    List My Projects
    
    List My Projects
    
    Versions
    Versions
    
    Changelog
    
    List My Projects
    
    V1
    
    Productivity
    Productivity
    
    Find keys for macros
    
    Programming
    Programming
    
    Geocoding
    Geocoding
    
    Write geocoding script
    Write geocoding script
    
    PromptRecord
    
    Versions
    Versions
    
    Changelog
    
    Prompt to generate a Python script for geocoding (WGS84)
    
    V1
    
    Prompt Engineering
    Prompt Engineering
    
    Using LLMs to Generate Prompt Engineering Examples & Lists
    
    Improve My Prompt
    Improve My Prompt
    
    Demo output
    
    Improve my image generation prompt
    
    "Improve My Prompt" Prompting Model
    
    Reverse Prompt Engineering
    Reverse Prompt Engineering
    
    Is this the best way to do this?
    
    Here's a prompt, suggest a good LLM
    
    Purchasing
    Purchasing
    
    Buying a new laptop
    
    Finding Linux compatible hardware with LLMs
    
    Prompting strategies for purchasing: shopping lists & evaluation matrixes
    
    Scoring system prompt method for purchasing
    
    General purchasing rec template
    
    Research
    Research
    
    Prompt template for getting podcast & YouTube channel recs
    
    Prompt for finding a (niche) podcast/YouTube channel
    
    Stack research
    Stack research
    
    Deep Stack Research
    Deep Stack Research
    
    Stack Research, Deeper Prompt
    
    Versions
    Versions
    
    Stack Research, Deeper Prompt
    
    Stack Research, Deeper Prompt
    
    Stack Research, Deeper Prompt
    
    Stack Research, Deeper Prompt
    
    Contextual data
    Contextual data
    
    Docs
    Docs
    
    Personal
    Personal
    
    Context Snippet: My Desktop Spec
    
    Professional
    Professional
    
    Resume for context reference
    
    Documentation
    Documentation
    
    Easy context setting with LLMs
    
    Instructions
    Instructions
    
    Provide installation instructions
    
    Configure an LLM assistant to generate YAML frontmatter for SSGs
    
    Magic phrases
    Magic phrases
    
    Be decisive, make a determination
    
    Misc
    Misc
    
    Manners
    
    The Prompt Bucket
    
    The Prompt Bucket
    
    Calculate big numbers, explain them in words
    
    GHG Emissions & Social Cost Of Carbon Prompts (Data Retrieval)
    
    Prompt snippets
    Prompt snippets
    
    Table of Contents Generation
    
    Verification
    Verification
    
    What model are you?
    
    Code generation
    Code generation
    
    Make changes, then return the whole program
    
    Resources
    Resources
    
    Markdown badges
    
    Techniques
    Techniques
    
    Getting LLMs to be more concise
    
    Markdown in Perplexity - Demanding Blocks
    
    Asking LLM to focus on a screenshot
    
    Tools
    Tools
    
    Prompt extraction (GUI/script)
  - Principles Of Prompting
    
    Principles Of Prompting
  - Use-Cases: Self-Ideation
    
    Use-Cases: Self-Ideation
    
    Agent Configuration Parameters
    
    Output Sections
    
    Generations
    Generations
    
    Career
    Career
    
    Use-case Name: Career Pivot Advisor
    
    Conference identifier
    
    Data
    Data
    
    Use-case Name: Open Data Discovery Assistant
    
    ImpactInvesting
    ImpactInvesting
    
    Use-case Name: Impact Investing Report Analyzer
    
    Preparedness
    Preparedness
    
    Geopoliticalpreparedness
    
    Sustainability
    Sustainability
    
    Sustainabilitytracker
    
    Tech
    Tech
    
    GPT market research
    
    Travel
    Travel
    
    Use-case Name: Offbeat Travel Discovery Guide
    
    Mentalhealth
    Mentalhealth
    
    Use-case Name: ADHD Task Management Assistant
- Misc
  Misc
  - Changelog
    
    Changelog
  - Daniel on
    
    Daniel on
  - First entry
    
    First entry
    
    HomeBoxUserData
  - Tech stack
    
    Tech stack
    
    Linux OS Recommendations
    
    Mice & Pointing Devices
- Notepads
  Notepads
  - Gists
    
    Gists
    
    Apis
    Apis
    
    Nuclino
    Nuclino
    
    Nuclino API Authentication
    
    Github
    Github
    
    Local GIthub backups (incremental)
    
    Open this Github repo in a browser
  - Ideas
    
    Ideas
    
    Prompting as a structured language
  - Lists
    Lists
    
    Awesome Linux IDEs
    
    Awesome Linux IDEs
    
    Llm communities
    
    Llm communities
    
    Obsidian ai tools
    
    Obsidian ai tools
  - Llm outputs
    
    Llm outputs
  - Startup ideas
    
    Startup ideas
    
    Backup The Command Line
    
    Consumer SaaS backup
- Project notes
  Project notes
  - Things I'm Working On
    
    Things I'm Working On
    
    Personal
    Personal
    
    LLM Knowledge Management System
    
    Coming soon
    Coming soon
    
    The LLM Files
  - LLM Knowledge Management
    
    LLM Knowledge Management
    
    Updated DDL SQL
- System
  System
  - Testing
    
    Testing
    
    Trigger builds
    Trigger builds
    
    Random Text
    
    Note 3
- Videos
  Videos
  - Prompting LLMs For: Python code generation
- Wiki
  Wiki
  - Backups
    Backups
    
    Hacky SaaS Export Archive Incremental Backup Script
  - Github
    Github
    
    Dirty flags for submodules
  - Linux
    Linux
    
    Voice control
    Voice control
    
    Nerd dictation
    
    Nerd dictation

Table of contents

Notes For Self

Notes

Notes For Self

Use YAML frontmatter to mark Hugging Face addition status:

hf_status: "Pending"

hf_status: "Added"

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