kingjulio8238/memary
Longterm Memory for Autonomous Agents.
Language:Jupyter Notebook
Total stars: 256
Stars trend:
29 Apr 2024
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12pm ████▍ +35
1pm ███████ +56
#jupyternotebook
#agents, #knowledgegraph, #memory, #retrievalaugmentedgeneration

fzliu/radient
Radient turns many data types - not just text - into vectors for similarity search.
Language:Python
Total stars: 101
Stars trend:
10 May 2024
6am ▍ +3
7am █ +8
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1pm █▊ +14
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3pm ▍ +3
4pm █▎ +10
5pm █▎ +10
#python
#audio, #embeddings, #frauddetection, #graphs, #images, #molecularsearch, #molecules, #recommendersystem, #retrievalaugmentedgeneration, #text, #unstructureddata, #vectors

pathwaycom/llm-app
LLM App templates for RAG, knowledge mining, and stream analytics. Ready to run with Docker,⚡in sync with your data sources.
Language:
Total stars: 3264
Stars trend:
10 Jun 2024
4am ▋ +5
5am █▉ +15
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8am +0
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12pm █▉ +15
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#chatbot, #huggingface, #llm, #llmlocal, #llmprompting, #llmsecurity, #llmops, #machinelearning, #openai, #pathway, #rag, #realtime, #retrievalaugmentedgeneration, #vectordatabase, #vectorindex

neuml/txtai
💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows
Language:Python
Total stars: 7704
Stars trend:
21 Jul 2024
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22 Jul 2024
12am ██▍ +19
#python
#embeddings, #informationretrieval, #languagemodel, #largelanguagemodels, #llm, #machinelearning, #neuralsearch, #nlp, #python, #rag, #retrievalaugmentedgeneration, #search, #searchengine, #semanticsearch, #sentenceembeddings, #transformers, #txtai, #vectordatabase, #vectorsearch, #vectorsearchengine

deepset-ai/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.
Language:Python
Total stars: 15911
Stars trend:
27 Aug 2024
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12pm +0
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#python
#ai, #bert, #chatgpt, #generativeai, #gpt3, #informationretrieval, #languagemodel, #largelanguagemodels, #llm, #machinelearning, #nlp, #python, #pytorch, #questionanswering, #rag, #retrievalaugmentedgeneration, #semanticsearch, #squad, #summarization, #transformers

HKUDS/LightRAG
"LightRAG: Simple and Fast Retrieval-Augmented Generation"
Language:Python
Total stars: 227
Stars trend:
13 Oct 2024
6pm █ +8
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14 Oct 2024
12am ▎ +2
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2am ▋ +5
3am ██▉ +23
4am █▉ +15
5am █▏ +9
#python
#knowledgegraph, #largelanguagemodels, #retrievalaugmentedgeneration

WangRongsheng/awesome-LLM-resourses
🧑‍🚀 全世界最好的LLM资料总结 | Summary of the world's best LLM resources.
Language:
Total stars: 1764
Stars trend:
16 Oct 2024
10pm ▏ +1
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17 Oct 2024
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1am ██▏ +17
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9am ███▎ +26

#awesomelist, #book, #course, #largelanguagemodels, #llama, #llm, #mistral, #openai, #qwen, #rag, #retrievalaugmentedgeneration, #webui

bhavnicksm/chonkie
🦛 CHONK your texts with Chonkie ✨ - The no-nonsense RAG chunking library
Language:Python
Total stars: 116
Stars trend:
10 Nov 2024
10am ▎ +2
11am ▍ +3
12pm █▌ +12
1pm █▋ +13
2pm █▋ +13
3pm █▋ +13
4pm ████▏ +33
#python
#ai, #chunking, #rag, #retrievalaugmentedgeneration, #textprocessing

EmbeddedLLM/JamAIBase
The collaborative spreadsheet for AI. Chain cells into powerful pipelines, experiment with prompts and models, and evaluate LLM responses in real-time. Work together seamlessly to build and iterate on AI applications.
Language:Python
Total stars: 589
Stars trend:
18 Dec 2024
7am ██████▉ +55
8am ▊ +6
9am ██ +16
10am +0
11am ▏ +1
#python
#agents, #ai, #aiagentsframework, #baas, #backendasaservice, #chatbot, #chatgpt, #intelligentspreadsheet, #lancedb, #llama31, #llm, #llmops, #orchestration, #python, #rag, #retrievalaugmentedgeneration, #serverless, #spreadsheet, #svelte, #workflow