GPTCache
danswer
GPTCache | danswer | |
---|---|---|
43 | 28 | |
6,446 | 9,290 | |
2.1% | 5.0% | |
7.7 | 9.9 | |
about 1 month ago | 3 days ago | |
Python | Python | |
MIT License | MIT License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
GPTCache
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Ask HN: What are the drawbacks of caching LLM responses?
Just found this: https://github.com/zilliztech/GPTCache which seems to address this idea/issue.
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Open Source Advent Fun Wraps Up!
21. GPTCache | Github | tutorial
- Semantic Cache
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Show HN: Danswer – open-source question answering across all your docs
Check this out. Built on a vector database (https://github.com/milvus-io/milvus) and a semantic cache (https://github.com/zilliztech/GPTCache)
https://osschat.io/
- GPTCache
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Ask HN: Is LLM Caching Necessary?
With the proliferation of large models, an increasing number of enterprises and individual developers are now developing applications based on these models. As such, it is worth considering whether large model caching is necessary during the development process.
Our project: https://github.com/zilliztech/GPTCache
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Gorilla-CLI: LLMs for CLI including K8s/AWS/GCP/Azure/sed and 1500 APIs
Maybe [GPTCache](https://github.com/zilliztech/GPTCache) can make it more attractive, because similar problems can be less expensive, and can also be responded to faster. Of course, the specific configuration needs to be based on real usage scenarios.
- Limited budget or machine resources, how to achieve a decent LLM experience?
danswer
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Show HN: Cognita – open-source RAG framework for modular applications
You might want to look at https://github.com/danswer-ai/danswer as well, as it sounds like their UI might be of suited for your use case.
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Show HN: I made an app to use local AI as daily driver
There are already several RAG chat open source solutions available. Two that immediately come to mind are:
Danswer
https://github.com/danswer-ai/danswer
Khoj
https://github.com/khoj-ai/khoj
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Launch HN: Danswer (YC W24) – Open-source AI search and chat over private data
We have a connector interface and build guide for contributors: https://github.com/danswer-ai/danswer/blob/main/backend/dans...
Should be not too bad to build one out! Fun fact, more than half the connectors were built entirely by community members who needed them for their own teams and we're super grateful when they contribute it back to the repo.
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Findr VS danswer - a user suggested alternative
2 projects | 7 Feb 2024
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Show HN: DanswerChat – open-source GPTs with access to all your org's knowledge [video]
Danswer is an MIT licensed project that can connect to a wide range of SaaS tools and provide a search/chat (RAG) functionality to help your team discover information and to turn that information into deeper understanding and actionable insights.
Code here: https://github.com/danswer-ai/danswer
- Open source alternative to ChatGPT and ChatPDF-like AI tools
- Danswer: Self-Hosted way to connect an LLM of your choice to Docs, Websites, and SaaS tools like Google Drive, Notion, Bookstack, Zulip, etc.
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Show HN: DanswerBot – Open-source Slack bot to automate repetitive questions
Slack questions have always been a huge time sink for me. They’re a distraction that pulls me away from what I’m doing, and often requires digging up old knowledge. If I’m in the middle of something complex, I may take a while to context switch and get around to answering, which leaves the asker blocked for hours.
Addressing this seems simple: give an LLM your organizational context and plop it in Slack to answer things for you.
So that’s why we built DanswerBot! It’s MIT licensed (https://github.com/danswer-ai/danswer) and completely free to use. The bot can automatically sync with and back answers based on documents from Slack, Google Drive, GitHub, Confluence, Jira, Notion, local files, websites, and much more.
Quick demo vid: https://www.youtube.com/watch?v=5q35NeqsMnU
A quick note on hallucinations: in order to reduce their prevalence, all answers are backed by quotes. If the LLM-provided quotes don’t match any document or no quotes are given, we’ll warn the asker that something may have gone wrong. Additionally, all used documents are linked in case the asker wants to double check the answer. Answers can be thumbs-upped or thumbs-downed and all questions / answers are recorded in Postgres for easy future inspection / analysis.
For usability, we provide an admin dashboard where you can configure connectors (we have 14 currently). Once a connector is set up, we poll data sources every 10 minutes to keep answers up to date. Which LLM to use is also up to you - DanswerBot can be configured to use a locally hosted model, Azure OpenAI, or OpenAI directly.
Finally, if you aren’t a slack user (or if you just prefer a more tailored UI), there’s also a web interface to ask questions against your knowledge base. A short demo for that can be found at: https://youtu.be/cWWtnuVCUX0
Of course there’s a bunch more that I can’t cover in one post - happy to take questions in the comments (or in our Slack / Discord, which are linked on the Github repo).
If you’re interested in testing this out yourself, you can easily run everything locally with a single command. Docs to help you can be found at https://docs.danswer.dev/quickstart!
- App to auto-answer user questions in your Slack
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DanswerBot - open source SlackBot that answers questions for you
Code: https://github.com/danswer-ai/danswer
What are some alternatives?
guardrails - Adding guardrails to large language models.
private-gpt - Interact with your documents using the power of GPT, 100% privately, no data leaks
gorilla-cli - LLMs for your CLI
privateGPT - Interact with your documents using the power of GPT, 100% privately, no data leaks [Moved to: https://github.com/zylon-ai/private-gpt]
DB-GPT - AI Native Data App Development framework with AWEL(Agentic Workflow Expression Language) and Agents
free-music-demixer - free website for client-side music demixing with Demucs + WebAssembly
gpt4free - The official gpt4free repository | various collection of powerful language models
pekko-samples - Apache Pekko Sample Projects
sheetgpt - ChatGPT integration with Google Sheets
khoj - Your AI second brain. A copilot to get answers to your questions, whether they be from your own notes or from the internet. Use powerful, online (e.g gpt4) or private, local (e.g mistral) LLMs. Self-host locally or use our web app. Access from Obsidian, Emacs, Desktop app, Web or Whatsapp.
obsidian-releases - Community plugins list, theme list, and releases of Obsidian.