awesome-data-temporality VS litellm

Compare awesome-data-temporality vs litellm and see what are their differences.

awesome-data-temporality

A curated list to help you manage temporal data across many modalities 🚀. (by daefresh)
data-versioning data-version-control data-time-travel time-travel slowly-changing-dimension data-historization soft-deletes bitemporality bi-temporality bi-temporal data-temporality change-data-capture Cdc git-for-data Deep Learning Python Data Science Machine Learning AI lakehouse
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litellm

Call all LLM APIs using the OpenAI format. Use Bedrock, Azure, OpenAI, Cohere, Anthropic, Ollama, Sagemaker, HuggingFace, Replicate (100+ LLMs) (by BerriAI)
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docs.litellm.ai
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awesome-data-temporality litellm
17 28
96 8,696
- 19.8%
10.0 10.0
over 1 year ago 1 day ago
Python
- GNU General Public License v3.0 or later
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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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.

awesome-data-temporality

Posts with mentions or reviews of awesome-data-temporality. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-08-14.

litellm

Posts with mentions or reviews of litellm. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-04-05.
  • Anthropic launches Tool Use (function calling)
    3 projects | news.ycombinator.com | 5 Apr 2024
    There are a few libs that already abstract this away, for example:

    - https://github.com/BerriAI/litellm

    - https://jxnl.github.io/instructor/

    - langchain

    It's not hard for me to imagine a future where there is something like the CNCF for AI models, tools, and infra.

  • Ask HN: Python Meta-Client for OpenAI, Anthropic, Gemini LLM and other API-s?
    1 project | news.ycombinator.com | 7 Mar 2024
    Hey, are you just looking for litellm - https://github.com/BerriAI/litellm

    context - i'm the repo maintainer

  • Voxos.ai – An Open-Source Desktop Voice Assistant
    7 projects | news.ycombinator.com | 19 Jan 2024
    It should be possible using LiteLLM and a patch or a proxy.

    https://github.com/BerriAI/litellm

  • Show HN: Talk to any ArXiv paper just by changing the URL
    5 projects | news.ycombinator.com | 20 Dec 2023
  • Integrate LLM Frameworks
    5 projects | dev.to | 10 Dec 2023
    This article will demonstrate how txtai can integrate with llama.cpp, LiteLLM and custom generation methods. For custom generation, we'll show how to run inference with a Mamba model.
  • Is there any open source app to load a model and expose API like OpenAI?
    5 projects | /r/LocalLLaMA | 9 Dec 2023
    I use this with ollama and works perfectly https://github.com/BerriAI/litellm
  • OpenAI Switch Kit: Swap OpenAI with any open-source model
    5 projects | news.ycombinator.com | 6 Dec 2023
    Another abstraction layer library is: https://github.com/BerriAI/litellm

    For me the killer feature of a library like this would be if it implemented function calling. Even if it was for a very restricted grammar - like the traditional ReAct prompt:

      Solve a question answering task with interleaving Thought, Action, Observation   usteps. Thought can reason about the current situation, and Action can be three types:
  • LibreChat
    9 projects | news.ycombinator.com | 2 Dec 2023
  • LM Studio – Discover, download, and run local LLMs
    17 projects | news.ycombinator.com | 22 Nov 2023
  • Please!!! Help me!!!! Open Interpreter. Chatgpt-4. Mac, Terminals.
    1 project | /r/OPENINTERPRETER | 21 Nov 2023
    Welcome to Open Interpreter. ───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────── ▌ OpenAI API key not found To use GPT-4 (recommended) please provide an OpenAI API key. To use Code-Llama (free but less capable) press enter. ───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────── OpenAI API key: [the API Key I inputed] Tip: To save this key for later, run export OPENAI_API_KEY=your_api_key on Mac/Linux or setx OPENAI_API_KEY your_api_key on Windows. ───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────── ▌ Model set to GPT-4 Open Interpreter will require approval before running code. Use interpreter -y to bypass this. Press CTRL-C to exit. > export OPENAI_API_KEY=your_api_key Give Feedback / Get Help: https://github.com/BerriAI/litellm/issues/new LiteLLM.Info: If you need to debug this error, use `litellm.set_verbose=True'. Traceback (most recent call last): File "/Library/Frameworks/Python.framework/Versions/3.12/bin/interpreter", line 8, in sys.exit(cli()) ^^^^^ File "/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/interpreter/core/core.py", line 22, in cli cli(self) File "/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/interpreter/cli/cli.py", line 254, in cli interpreter.chat() File "/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/interpreter/core/core.py", line 76, in chat for _ in self._streaming_chat(message=message, display=display): File "/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/interpreter/core/core.py", line 97, in _streaming_chat yield from terminal_interface(self, message) File "/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/interpreter/terminal_interface/terminal_interface.py", line 62, in terminal_interface for chunk in interpreter.chat(message, display=False, stream=True): File "/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/interpreter/core/core.py", line 105, in _streaming_chat yield from self._respond() File "/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/interpreter/core/core.py", line 131, in _respond yield from respond(self) File "/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/interpreter/core/respond.py", line 61, in respond for chunk in interpreter._llm(messages_for_llm): File "/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/interpreter/llm/setup_openai_coding_llm.py", line 94, in coding_llm response = litellm.completion(**params) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/litellm/utils.py", line 792, in wrapper raise e File "/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/litellm/utils.py", line 751, in wrapper result = original_function(*args, **kwargs) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/litellm/timeout.py", line 53, in wrapper result = future.result(timeout=local_timeout_duration) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/concurrent/futures/_base.py", line 456, in result return self.__get_result() ^^^^^^^^^^^^^^^^^^^ File "/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/concurrent/futures/_base.py", line 401, in __get_result raise self._exception File "/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/litellm/timeout.py", line 42, in async_func return func(*args, **kwargs) ^^^^^^^^^^^^^^^^^^^^^ File "/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/litellm/main.py", line 1183, in completion raise exception_type( ^^^^^^^^^^^^^^^ File "/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/litellm/utils.py", line 2959, in exception_type raise e File "/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/litellm/utils.py", line 2355, in exception_type raise original_exception File "/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/litellm/main.py", line 441, in completion raise e File "/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/litellm/main.py", line 423, in completion response = openai.ChatCompletion.create( ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/openai/api_resources/chat_completion.py", line 25, in create return super().create(*args, **kwargs) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/openai/api_resources/abstract/engine_api_resource.py", line 155, in create response, _, api_key = requestor.request( ^^^^^^^^^^^^^^^^^^ File "/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/openai/api_requestor.py", line 299, in request resp, got_stream = self._interpret_response(result, stream) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/openai/api_requestor.py", line 710, in _interpret_response self._interpret_response_line( File "/Library/Frameworks/Python.framework/Versions/3.12/lib/python3.12/site-packages/openai/api_requestor.py", line 775, in _interpret_response_line raise self.handle_error_response( openai.error.InvalidRequestError: The model `gpt-4` does not exist or you do not have access to it. Learn more: https://help.openai.com/en/articles/7102672-how-can-i-access-gpt-4.

What are some alternatives?

When comparing awesome-data-temporality and litellm you can also consider the following projects:

jdbc-connector-for-apache-kafka - Aiven's JDBC Sink and Source Connectors for Apache Kafka®

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

sqlalchemy-easy-softdelete - Easily add soft-deletion to your SQLAlchemy Models

FastChat - An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.

sql-cli-for-apache-flink-docker - SQL CLI for Apache Flink® via docker-compose

LocalAI - :robot: The free, Open Source OpenAI alternative. Self-hosted, community-driven and local-first. Drop-in replacement for OpenAI running on consumer-grade hardware. No GPU required. Runs gguf, transformers, diffusers and many more models architectures. It allows to generate Text, Audio, Video, Images. Also with voice cloning capabilities.

databathing

dify - Dify is an open-source LLM app development platform. Dify's intuitive interface combines AI workflow, RAG pipeline, agent capabilities, model management, observability features and more, letting you quickly go from prototype to production.

rift - Rift: an AI-native language server for your personal AI software engineer

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

Llama-2-Onnx

libsql - libSQL is a fork of SQLite that is both Open Source, and Open Contributions.

awesome-data-temporality vs jdbc-connector-for-apache-kafka litellm vs ollama awesome-data-temporality vs sqlalchemy-easy-softdelete litellm vs FastChat awesome-data-temporality vs sql-cli-for-apache-flink-docker litellm vs LocalAI awesome-data-temporality vs databathing litellm vs dify awesome-data-temporality vs rift litellm vs text-generation-webui awesome-data-temporality vs Llama-2-Onnx litellm vs libsql