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- Introduction of dynamic Retrievers & Specialists

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- Introduction of dynamic Processors
- Introduction of caching system
- Introduction of a better template manager
- Adaptation of ModelVariables to support dynamic Processors / Retrievers / Specialists
- Start adaptation of chat client
This commit is contained in:
Josako
2024-11-15 10:00:53 +01:00
parent 55a8a95f79
commit 1807435339
101 changed files with 4181 additions and 1764 deletions
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32
common/models/document.py
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@@ -12,22 +12,31 @@ class Catalog(db.Model):
description = db.Column(db.Text, nullable=True)
type = db.Column(db.String(50), nullable=False, default="STANDARD_CATALOG")
# Embedding variables
html_tags = db.Column(ARRAY(sa.String(10)), nullable=True, default=['p', 'h1', 'h2', 'h3', 'h4', 'h5', 'h6', 'li'])
html_end_tags = db.Column(ARRAY(sa.String(10)), nullable=True, default=['p', 'li'])
html_included_elements = db.Column(ARRAY(sa.String(50)), nullable=True)
html_excluded_elements = db.Column(ARRAY(sa.String(50)), nullable=True)
html_excluded_classes = db.Column(ARRAY(sa.String(200)), nullable=True)
min_chunk_size = db.Column(db.Integer, nullable=True, default=2000)
max_chunk_size = db.Column(db.Integer, nullable=True, default=3000)
# Chat variables ==> Move to Specialist?
chat_RAG_temperature = db.Column(db.Float, nullable=True, default=0.3)
chat_no_RAG_temperature = db.Column(db.Float, nullable=True, default=0.5)
# Meta Data
user_metadata = db.Column(JSONB, nullable=True)
system_metadata = db.Column(JSONB, nullable=True)
configuration = db.Column(JSONB, nullable=True)
# Versioning Information
created_at = db.Column(db.DateTime, nullable=False, server_default=db.func.now())
created_by = db.Column(db.Integer, db.ForeignKey(User.id), nullable=True)
updated_at = db.Column(db.DateTime, nullable=False, server_default=db.func.now(), onupdate=db.func.now())
updated_by = db.Column(db.Integer, db.ForeignKey(User.id))
class Processor(db.Model):
id = db.Column(db.Integer, primary_key=True)
name = db.Column(db.String(50), nullable=False)
description = db.Column(db.Text, nullable=True)
catalog_id = db.Column(db.Integer, db.ForeignKey('catalog.id'), nullable=True)
type = db.Column(db.String(50), nullable=False)
sub_file_type = db.Column(db.String(50), nullable=True)
# Tuning enablers
embed_tuning = db.Column(db.Boolean, nullable=True, default=False)
tuning = db.Column(db.Boolean, nullable=True, default=False)
# Meta Data
user_metadata = db.Column(JSONB, nullable=True)
@@ -90,6 +99,7 @@ class DocumentVersion(db.Model):
bucket_name = db.Column(db.String(255), nullable=True)
object_name = db.Column(db.String(200), nullable=True)
file_type = db.Column(db.String(20), nullable=True)
sub_file_type = db.Column(db.String(50), nullable=True)
file_size = db.Column(db.Float, nullable=True)
language = db.Column(db.String(2), nullable=False)
user_context = db.Column(db.Text, nullable=True)