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AI assistant prototype #5211

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reckart opened this issue Dec 31, 2024 · 0 comments
Open

AI assistant prototype #5211

reckart opened this issue Dec 31, 2024 · 0 comments
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@reckart
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⭐️ Enhancement New feature or request Module: Assistant
Milestone
35.0

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@reckart
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reckart commented Dec 31, 2024

Is your feature request related to a problem? Please describe.
We can already use LLMs as recommenders. How about being able to chat with an LLM as well?

Describe the solution you'd like
A new assistant functionality that can e.g. access document texts and answer questions about the documents in the project.
@reckart reckart added this to the 35.0 milestone Dec 31, 2024
@reckart reckart self-assigned this Dec 31, 2024
@reckart reckart added this to Kanban Dec 31, 2024
@github-project-automation github-project-automation bot moved this to 🔖 To do in Kanban Dec 31, 2024
reckart added a commit that referenced this issue Dec 31, 2024
@reckart
#5211 - AI assistant prototype
50dbaad 
- Initial AI assistant implementation accessible on the annotation page as a sidebar
- Basic access to documents in the project via RAG
- Limited access to user manual via RAG
- Updates to the user manual
- Some tests
- Documentation of the early AI assistant
- Refactoring of the Ollama support
reckart added a commit that referenced this issue Dec 31, 2024
@reckart
#5211 - AI assistant prototype
f9eb347 
- Initial AI assistant implementation accessible on the annotation page as a sidebar
- Basic access to documents in the project via RAG
- Limited access to user manual via RAG
- Updates to the user manual
- Some tests
- Documentation of the early AI assistant
- Refactoring of the Ollama support
reckart added a commit that referenced this issue Jan 1, 2025
@reckart
#5211 - AI assistant prototype
042f83d 
- Fix displaying indexing progress on the bulk processing page
- Added re-index button to assistant sidebar
- Normalize embeddings and use dot product instead of cosine when indexing/searching
- Allow suspending background tasks for a project
- During project import and project initialization from a template, suspend background tasks
reckart added a commit that referenced this issue Jan 1, 2025
@reckart
#5211 - AI assistant prototype
079de5c 
- Fix displaying indexing progress on the bulk processing page
- Added re-index button to assistant sidebar
- Normalize embeddings and use dot product instead of cosine when indexing/searching
- Allow suspending background tasks for a project
- During project import and project initialization from a template, suspend background tasks
- During indexing, embed in batches
reckart added a commit that referenced this issue Jan 1, 2025
@reckart
#5211 - AI assistant prototype
57e06d6 
- Fix displaying indexing progress on the bulk processing page
- Added re-index button to assistant sidebar
- Normalize embeddings and use dot product instead of cosine when indexing/searching
- Allow suspending background tasks for a project
- During project import and project initialization from a template, suspend background tasks
- During indexing, embed in batches
- Fix timing logging for embeddings
reckart added a commit that referenced this issue Jan 2, 2025
@reckart
#5211 - AI assistant prototype
7c483b4 
- Fix displaying indexing progress on the bulk processing page
- Added re-index button to assistant sidebar
- Normalize embeddings and use dot product instead of cosine when indexing/searching
- Allow suspending background tasks for a project
- During project import and project initialization from a template, suspend background tasks
- During indexing, embed in batches
- Fix timing logging for embeddings
- Allow auto-detecting the embedding dimensions
- Allow using embeddings with a dimension higher than 1024
reckart added a commit that referenced this issue Jan 2, 2025
@reckart
#5211 - AI assistant prototype
a67f572 
- Added button to clear conversation
- Aggregate units (sentences) into larger chunks when indexing
- Extract embedding stuff into a separate service and make tokenizer/encoding configurable
reckart added a commit that referenced this issue Jan 2, 2025
@reckart
#5211 - AI assistant prototype
0b9f16f 
- Implement conversation clearing as protocol command
reckart added a commit that referenced this issue Jan 2, 2025
@reckart
#5211 - AI assistant prototype
2c20c88 
- Factor retrievers out into own classes and introduce an extension point for them
- Introduce a chunker interface
- Add source information to chunks
reckart added a commit that referenced this issue Jan 3, 2025
@reckart
#5211 - AI assistant prototype
aae3932 
- UI style changes
- Some classes renameed
- Added time info in assistant messages
reckart added a commit that referenced this issue Jan 3, 2025
@reckart
#5211 - AI assistant prototype
fdef044 
- UI style changes
- Some classes renameed
- Added time info in assistant messages
reckart added a commit that referenced this issue Jan 3, 2025
@reckart
#5211 - AI assistant prototype
aba1495 
- UI style changes
- Some classes renameed
- Added time info in assistant messages
reckart added a commit that referenced this issue Jan 3, 2025
@reckart
#5211 - AI assistant prototype
9c9f506 
- Fix issue when search index has not been initialized when project is being deleted
reckart added a commit that referenced this issue Jan 4, 2025
@reckart
#5211 - AI assistant prototype
a558d05 
- Update settings documentation
- Adjust parameters for embedding
- Lay groundworks for source attribution
reckart added a commit that referenced this issue Jan 5, 2025
@reckart
#5211 - AI assistant prototype
285a277 
- Update settings documentation
- Adjust parameters for embedding
- Allow assistant to provide attribution to document context used in responses
- Allow specifying a document when using the DIAM scrollTo function
reckart added a commit that referenced this issue Jan 6, 2025
@reckart
#5211 - AI assistant prototype
2a97822 
- Update settings documentation
- Adjust parameters for embedding
- Allow assistant to provide attribution to document context used in responses
- Allow specifying a document when using the DIAM scrollTo function
reckart added a commit that referenced this issue Jan 6, 2025
@reckart
#5211 - AI assistant prototype
2260ace 
- Update settings documentation
- Adjust parameters for embedding
- Allow assistant to provide attribution to document context used in responses
- Allow specifying a document when using the DIAM scrollTo function
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Assignees

@reckart reckart

Labels
⭐️ Enhancement New feature or request Module: Assistant
Projects
Kanban
Status: 🔖 To do
Milestone
35.0
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@reckart