Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality. Learn more →
Top 23 Python llm Projects
-
-
InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
-
-
-
-
api-for-open-llm
Openai style api for open large language models, using LLMs just as chatgpt! Support for LLaMA, LLaMA-2, BLOOM, Falcon, Baichuan, Qwen, Xverse, SqlCoder, CodeLLaMA, ChatGLM, ChatGLM2, ChatGLM3 etc. 开源大模型的统一后端接口
-
SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
-
-
DemoGPT
Create 🦜️🔗 LangChain apps by just using prompts🌟 Star to support our work! | 只需使用句子即可创建 LangChain 应用程序。 给个star支持我们的工作吧！
-
swirl-search
Swirl is an open-source search platform that uses AI to search multiple content and data sources simultaneously and return AI-ranked results. And provides summaries of your answers from searches using LLMs. It's a one-click, easy-to-use Retrieval Augmented Generation (RAG) Solution.
-
-
safe-rlhf
Safe RLHF: Constrained Value Alignment via Safe Reinforcement Learning from Human Feedback
-
LLMStack
No-code multi-agent framework to build LLM Agents, workflows and applications with your data
-
dstack
An open-source container orchestration engine for running AI workloads in any cloud or data center. https://discord.gg/u8SmfwPpMd
-
-
distilabel
⚗️ distilabel is a framework for synthetic data and AI feedback for AI engineers that require high-quality outputs, full data ownership, and overall efficiency.
-
agenta
The all-in-one LLM developer platform: prompt management, evaluation, human feedback, and deployment all in one place.
-
agent-protocol
Common interface for interacting with AI agents. The protocol is tech stack agnostic - you can use it with any framework for building agents.
-
-
SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
Package installer for Python (pip), we use this for installing the Python-based packages, such as Jupyter Lab, and we're going to use this for installing other Python-based tools like the Chroma DB vector database
Here’s another one - it’s older but has some interesting charts and graphs.
https://arxiv.org/abs/2303.18223
Project mention: Should I tell my employer about a product that makes my job irrelevant? | /r/cscareerquestions | 2023-07-11Is this of any help?
Project mention: OpenAI: Streaming is now available in the Assistants API | news.ycombinator.com | 2024-03-14This was indeed true in the beginning, and I don’t know if this has changed. Inserting messages with Assistant role is crucial for many reasons, such as if you want to implement caching, or otherwise edit/compress a previous assistant response for cost or other reason.
At the time I implemented a work-around in Langroid[1]: since you can only insert a “user” role message, prepend the content with ASSISTANT: whenever you want it to be treated as an assistant role. This actually works as expected and I was able to do caching. I explained it in this forum:
https://community.openai.com/t/add-custom-roles-to-messages-...
[1] the Langroid code that adds a message with a given role, using this above “assistant spoofing trick”:
https://github.com/langroid/langroid/blob/main/langroid/agen...
Project mention: GitHub - swirlai/swirl-search: Swirl is an open-source search platform that uses AI to search multiple content and data sources simultaneously, finds the best results using a reader LLM, then prompts Generative AI, enabling you to get answers based on your data. | /r/programming | 2023-12-05
So we thought it would be a good idea to create a framework that makes use of LoopGPT agent's memory and custom tooling capabilities. Let's jump right into the new features of this framework.
Coframe
We have recently added support to query data from SingleStore to our agent framework, LLMStack (https://github.com/trypromptly/LLMStack). Out of the box performance performance when prompting with just the table schemas is pretty good with GPT-4.
The more domain specific knowledge needed for queries, the harder it has gotten in general. We've had good success `teaching` the model different concepts in relation to the dataset and giving it example questions and queries greatly improved performance.
We build a similar tool except we focus on AI workloads. Also support on-prem clusters now in addition to GPU clouds. https://github.com/dstackai/dstack
Project mention: Open-source AI Feedback framework for scalable LLM Alignment | news.ycombinator.com | 2023-11-23
Agenta is an end-to-end LLMOps platform. It provides tools for prompt engineering and management, evaluation, human annotation, and deployment.
Project mention: Show HN: Common protocol for communication with (and between) AI Agents | news.ycombinator.com | 2023-08-09
Project mention: Show HN: LLMFlows – LangChain alternative for explicit and transparent apps | news.ycombinator.com | 2023-07-29
Check it out here
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
Python llms related posts
-
Google AI search feature suggested using glue to keep cheese sticking to a pizza
-
LangFun: Object oriented data programs using LLMs
-
Large language models (e.g., ChatGPT) as research assistants
-
LLM Is a Capable Regressor When Given In-Context Examples
-
Show HN: Burr: An OS Framework for Building and Debugging GenAI Apps Faster
-
Long-form factuality in large language models
-
text-generation-webui VS LibreChat - a user suggested alternative
2 projects | 29 Feb 2024 -
A note from our sponsor - InfluxDB
www.influxdata.com | 30 May 2024
Index
What are some of the best open-source llm projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | LLaMA-Factory | 22,989 |
| 2 | chroma | 12,771 |
| 3 | LLMSurvey | 9,126 |
| 4 | OpenNMT-py | 6,619 |
| 5 | AutoGPTQ | 3,906 |
| 6 | gpt-code-ui | 3,507 |
| 7 | api-for-open-llm | 2,071 |
| 8 | langroid | 1,736 |
| 9 | DemoGPT | 1,595 |
| 10 | swirl-search | 1,571 |
| 11 | loopgpt | 1,401 |
| 12 | coffee | 1,368 |
| 13 | safe-rlhf | 1,188 |
| 14 | LLMStack | 1,167 |
| 15 | dstack | 1,136 |
| 16 | LLMCompiler | 1,110 |
| 17 | distilabel | 1,005 |
| 18 | llm_agents | 891 |
| 19 | agenta | 906 |
| 20 | agent-protocol | 804 |
| 21 | DataDreamer | 691 |
| 22 | llmflows | 626 |
| 23 | oterm | 650 |
Sponsored
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com