explosion/spacy-llm

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🦙 Integrating LLMs into structured NLP pipelines

Stars: 1.4k
Forks: 110
Open beginner issues: 0
Indexed issues: 38

Dominant language: Python
License: MIT
Last GitHub push: Mar 27, 2026
Latest indexed: Sep 15, 2026
Contributing guide: No contributing guide
Code of conduct: No code of conduct
Beginner labels: No beginner labels indexed
PR merge metrics: No merged PRs in 30d

Beginner friendly Everything

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38 open issues indexed

None of the models that spaCy-llm supports for Anthropic is working. Open

Difficulty 3/5 1-2 days Newbie friendliness 62/100

explosion/spacy-llm#503 · Opened Jun 15, 2026
OpenAI proxy/endpoint not working Open

Difficulty 2/5 1-3 hours Newbie friendliness 45/100

explosion/spacy-llm#499 · Opened Feb 27, 2025
Incorporate new mistral models Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

explosion/spacy-llm#498 · 1 comment · Opened Feb 27, 2025
[BUG] context_length does not work with NER Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

explosion/spacy-llm#496 · Opened Feb 22, 2025
Sentence Segmentation Issue with spacy_llm and en_core_web_trf Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

explosion/spacy-llm#494 · Opened Jan 19, 2025
LLM cannot be configured using `langchain.Databricks.v1` Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

explosion/spacy-llm#493 · Opened Jan 15, 2025
Server Side Template Injection in SpaCy-LLM allows Remote Command Execution Open

Difficulty 4/5 3-5 days Newbie friendliness 20/100

explosion/spacy-llm#492 · Opened Jan 9, 2025
Bulk Submission Query to Azure Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

explosion/spacy-llm#487 · Opened Oct 29, 2024
ENH -- Swap `"AZURE_OPENAI_KEY"` for `"AZURE_OPENAI_API_KEY"` Open

Difficulty 1/5 Under an hour Newbie friendliness 84/100

explosion/spacy-llm#486 · 1 comment · Opened Oct 15, 2024
Llama3.1 Support Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

explosion/spacy-llm#482 · 1 comment · Opened Sep 5, 2024
Add Groq support Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

explosion/spacy-llm#479 · 1 comment · 1 reaction · Opened Aug 4, 2024
Add a "conversational_history" option in openai llm model Open

Difficulty 3/5 1-2 days Newbie friendliness 38/100

explosion/spacy-llm#477 · Opened Jul 11, 2024
Support one doc to many prompts? Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

explosion/spacy-llm#472 · Opened Jun 9, 2024
Update test suite to avoid crashing when `en_core_web_md` is unavailable Open

tests

Difficulty 3/5 1-2 days Newbie friendliness 35/100

explosion/spacy-llm#471 · Opened May 17, 2024
Support a unified API (such as LiteLLM) for all LLM providers / models Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

explosion/spacy-llm#470 · 4 reactions · Opened May 17, 2024
Inconsistent entity parsing using GPT-3.5 Turbo 16k Open

Difficulty 3/5 1-2 days Newbie friendliness 38/100

explosion/spacy-llm#464 · Opened Apr 26, 2024
`transformers` > 4.38 causes bug in inference for HF models Open

bug feat/model

Difficulty 4/5 3-5 days Newbie friendliness 25/100

explosion/spacy-llm#463 · Opened Apr 24, 2024
Few-Shot Relationship Extraction Example Error Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

explosion/spacy-llm#461 · 1 reaction · Opened Apr 18, 2024
GPT4 context_length is not working Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

explosion/spacy-llm#460 · Opened Apr 15, 2024
I have downloaded the llama2 model to local path, but program always try downloaded the llama2 from huggingface Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

explosion/spacy-llm#455 · Opened Mar 29, 2024
Potential REL sharding issue Open

bug feat/sharding feat/task

Difficulty 4/5 3-5 days Newbie friendliness 42/100

explosion/spacy-llm#450 · 3 comments · 1 reaction · Opened Mar 8, 2024
ValueError: max() arg is an empty sequence Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

explosion/spacy-llm#449 · Opened Mar 5, 2024
Can't use Gpt4 models Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

explosion/spacy-llm#448 · Opened Mar 1, 2024
Connection time out with OpenAI API Open

Difficulty 4/5 3-5 days Newbie friendliness 20/100

explosion/spacy-llm#447 · 3 comments · Opened Mar 1, 2024
Entity extraction and mapping Open

Difficulty 5/5 Over a week Newbie friendliness 15/100

explosion/spacy-llm#445 · Opened Feb 20, 2024
out put with llm in a string? Open

Difficulty 4/5 3-5 days Newbie friendliness 15/100

explosion/spacy-llm#444 · Opened Feb 19, 2024
Many returns are not what I want Open

usage

Difficulty 4/5 3-5 days Newbie friendliness 25/100

explosion/spacy-llm#443 · 1 comment · Opened Feb 18, 2024
How to surpass BERT through large models Open

usage

Difficulty 5/5 Over a week Newbie friendliness 15/100

explosion/spacy-llm#442 · 1 comment · Opened Feb 17, 2024
Working dummy example for custom LLM endpoint integration Open

usage

Difficulty 3/5 1-2 days Newbie friendliness 35/100

explosion/spacy-llm#436 · 1 comment · Opened Jan 29, 2024
[Warning] the current text generation call will exceed the model's predefined maximum length (4096). Open

feat/model usage

Difficulty 3/5 1-2 days Newbie friendliness 30/100

explosion/spacy-llm#423 · 2 comments · Opened Jan 21, 2024
FileNotFoundError: [Errno 2] No such file or directory: 'local-ner-cache/9963044417883968883.spacy' Open

bug feat/cache

Difficulty 4/5 3-5 days Newbie friendliness 25/100

explosion/spacy-llm#414 · 3 comments · Opened Jan 18, 2024
'<' not supported between instances of 'str' and 'int' Open

usage

Difficulty 3/5 1-2 days Newbie friendliness 35/100

explosion/spacy-llm#411 · 3 comments · Opened Jan 8, 2024
Inconsistent output on Dolly NER Open

feat/model usage

Difficulty 4/5 3-5 days Newbie friendliness 35/100

explosion/spacy-llm#393 · 3 comments · Opened Dec 1, 2023
Anthropic error : API failed prompt must start with "\n\nHuman:" turn Open

bug feat/model

Difficulty 3/5 1-2 days Newbie friendliness 35/100

explosion/spacy-llm#386 · 3 comments · Opened Nov 29, 2023
There is a significant difference between feed shot and zero shot Open

feat/task

Difficulty 4/5 3-5 days Newbie friendliness 25/100

explosion/spacy-llm#371 · 6 comments · Opened Nov 16, 2023
Active learning NER Open

feat/model

Difficulty 5/5 Over a week Newbie friendliness 25/100

explosion/spacy-llm#364 · 4 comments · Opened Nov 13, 2023
Support for Amazon Bedrock Titan models Open

feat/model feat/new third party

Difficulty 5/5 Over a week Newbie friendliness 25/100

explosion/spacy-llm#338 · 2 comments · Opened Oct 24, 2023
Support for China's large model API? Open

feat/model feat/request

Difficulty 5/5 Over a week Newbie friendliness 25/100

explosion/spacy-llm#322 · 5 comments · Opened Oct 10, 2023

explosion/spacy-llm

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