sgpt VS langchain

Compare sgpt vs langchain and see what are their differences.

sgpt

SGPT is a command-line tool that provides a convenient way to interact with OpenAI models, enabling users to run queries, generate shell commands and produce code directly from the terminal. (by tbckr)
CLI Bash gpt-3 gpt-4 openai Shell Go gpt-4-vision gpt-4-vision-preview
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langchain

🦜🔗 Build context-aware reasoning applications (by langchain-ai)
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python.langchain.com
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sgpt langchain
3 34
164 84,427
- 4.6%
9.7 10.0
7 days ago 5 days ago
Go Python
MIT License MIT License
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sgpt

Posts with mentions or reviews of sgpt. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-04-10.
  • Aider: AI pair programming in your terminal
    13 projects | news.ycombinator.com | 10 Apr 2024
    I feel only a bit bad when deploying a billion dollar machine model to ask "how to rename a git a branch" every other week. Its the easiest way (https://github.com/tbckr/sgpt) compared to reading the manual, but reading the manual is the right way.
  • Linux Text Manipulation
    1 project | news.ycombinator.com | 28 Mar 2024
    I've been saving a lot of time in the terminal recently with shell-gpt (https://github.com/tbckr/sgpt):

        $ sgpt -s "The command 'sp current' outputs
  • Bash One-Liners for LLMs
    12 projects | news.ycombinator.com | 13 Dec 2023
    https://github.com/tbckr/sgpt

    I totally agree with LLM+CLI are perfect fit.

    One pattern I used recently was httrack + w3m dump + sgpt images with gpt vision to generate a 278K token specific knowledge base with a custom perl hack for a RAG that preserved the outline of the knowledge.

    Which brings me to my question for you - have you seen anything unix philosophy aligned for processing inputs and doing RAG locally?

langchain

Posts with mentions or reviews of langchain. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-05-07.

What are some alternatives?

When comparing sgpt and langchain you can also consider the following projects:

blip-caption - Generate captions for images with Salesforce BLIP

llama_index - LlamaIndex is a data framework for your LLM applications

geppetto - golang GPT3 tooling

semantic-kernel - Integrate cutting-edge LLM technology quickly and easily into your apps

ollama - Get up and running with Llama 3, Mistral, Gemma, and other large language models.

haystack - :mag: LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.

promptos - A collection of promptos for thirdparty packages

griptape - Modular Python framework for AI agents and workflows with chain-of-thought reasoning, tools, and memory.

ospeak - CLI tool for running text through OpenAI Text to speech

text-generation-webui - A Gradio web UI for Large Language Models. Supports transformers, GPTQ, AWQ, EXL2, llama.cpp (GGUF), Llama models.

scrapio - SMWCentral Scraper / Auto-patcher for Super Mario World romhacks

private-gpt - Interact with your documents using the power of GPT, 100% privately, no data leaks

sgpt vs blip-caption langchain vs llama_index sgpt vs geppetto langchain vs semantic-kernel sgpt vs ollama langchain vs haystack sgpt vs promptos langchain vs griptape sgpt vs ospeak langchain vs text-generation-webui sgpt vs scrapio langchain vs private-gpt