Enterprise adoption of LLMs has exploded yet building custom LLMs on your own knowledge base remains challenging. At http://
Abacus.AI, we have our own open-source Retrieval APIs based on our enterprise AI platform. But here’s what makes us unique: •Choose your own LLM
OPEN SOURCE
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Enterprise LLMs: Abacus.AI’s Open-Source Retrieval APIs Solution
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CodeQAI: Local Code Search with Vector Embeddings and LLMs
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👨💻codeqai
— LangChain (@LangChain) 15 janvier 2024
100% local code search and chat powered by vector embeddings and LLMs
Uses a lot of awesome tech to accomplish this!
🌲Tree sitter (for splitting code files)
🧱Sentence Transformers and Instructor embeddings
🌎FAISS
🦙Llama Cpp and @ollama https://t.co/AMxujuMSRG pic.twitter.com/WKKuK3LgALcodeqai 100% local code search and chat powered by vector embeddings and LLMs Uses a lot of awesome tech to accomplish this! Tree sitter (for splitting code files)
Sentence Transformers and Instructor embeddings
FAISS
Llama Cpp and @ollama https://
github.com/fynnfluegge/co
deqai
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Hugging Face History: From Chatbot to Transformers Library
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you’re a real NLP person if you remember that Hugging Face started as an AI girlfriend chatbot company and huggingface/transformers used to be called pytorch-pretrained-bert
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OpenCV Indiegogo Campaign Funds Processing Update
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Hi Atul, Thanks for supporting us. It takes 2 weeks for the funds to come to our bank as mentioned in the update below https://
indiegogo.com/projects/openc
v-5-support-non-profit-open-source-cv-ai#/updates/all
… As soon as it hits our bank, we will send an email. If you supported a tier that had perks (e.g. courses) you will receive them soon. -
LangChain JS Tutorial for Web Developers Getting Started
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LangChain JS Tutorial Leon van Zyl (
@leonvz
) released an excellent tutorial on how to get started with LangChain JS If you are a web dev looking to get started, definitely check this out! -
Data Scrutiny and Open Source AI Model Transparency Challenges
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If we could train all our models from scratch on publicly scrutinized data that’d be great an I hope it happens! But that’s not the world right now. Even “open source” models don’t distribute their pre-train data — weights are closer to binaries than source code.
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GitChat: Open Source AI Chat Interface for GitHub Repositories
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GitChat The goal is for GitChat to be deployed internally at organizations as a helpful, secure, internally-facing AI with knowledge unique to each organization. This OSS project by @kpolley exposes a chat interface for a given GitHub repo Here's why it's awesome: Is a
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Local LLM RAG Demo with Creative User Experience Design
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The demo below is really interesting for a few reasons:
— LangChain (@LangChain) 14 janvier 2024
🦜Uses local LLMs (seems like @MistralAI via @ollama)
🌲RAG integration for PDFs and web pages
Even more exciting to us though… it changes up the UX! It's not just simply a chat text box
Super creative and practical https://t.co/PLGOO01NO8The demo below is really interesting for a few reasons: Uses local LLMs (seems like @MistralAI via @ollama
)
RAG integration for PDFs and web pages Even more exciting to us though… it changes up the UX! It's not just simply a chat text box Super creative and practical -
Open Source Models Gaining Ground as Users Shift from GPT
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Valid point. Especially when we think that open source models become better and better and people are moving away from GPT (looking at young Mixtral)
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Deploy LangChain Apps with LangServe Deployment Guide
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Deploy LangChain Apps Over the past few months we've worked on LangServe – an easy way to deploy LangChain apps Check out this YouTube video by Ugo Osuji that goes over how to deploy them: Locally
On Google Cloud Run
On Hosted Langserve