Merge branch 'main' into refactor/llm-handler

This commit is contained in:
Siddhant Rai
2025-06-06 17:36:31 +05:30
committed by GitHub
28 changed files with 547 additions and 489 deletions

View File

@@ -15,6 +15,7 @@ from flask_restx import fields, inputs, Namespace, Resource
from werkzeug.utils import secure_filename
from application.agents.tools.tool_manager import ToolManager
from pymongo import ReturnDocument
from application.api.user.tasks import (
ingest,
@@ -50,6 +51,7 @@ agents_collection.create_index(
name="shared_index",
background=True,
)
users_collection.create_index("user_id", unique=True)
user = Blueprint("user", __name__)
user_ns = Namespace("user", description="User related operations", path="/")
@@ -85,32 +87,46 @@ def generate_date_range(start_date, end_date):
def ensure_user_doc(user_id):
user_doc = users_collection.find_one({"user_id": user_id})
default_prefs = {
"pinned": [],
"shared_with_me": [],
}
if not user_doc:
user_doc = {
"user_id": user_id,
"agent_preferences": {"pinned": [], "hidden_shared": []},
}
users_collection.insert_one(user_doc)
return user_doc
updated = False
preferences = user_doc.get("agent_preferences", {})
user_doc = users_collection.find_one_and_update(
{"user_id": user_id},
{"$setOnInsert": {"agent_preferences": default_prefs}},
upsert=True,
return_document=ReturnDocument.AFTER,
)
prefs = user_doc.get("agent_preferences", {})
updates = {}
if "pinned" not in prefs:
updates["agent_preferences.pinned"] = []
if "shared_with_me" not in prefs:
updates["agent_preferences.shared_with_me"] = []
if updates:
users_collection.update_one({"user_id": user_id}, {"$set": updates})
user_doc = users_collection.find_one({"user_id": user_id})
if "pinned" not in preferences:
preferences["pinned"] = []
updated = True
if "hidden_shared" not in preferences:
preferences["hidden_shared"] = []
updated = True
if updated:
users_collection.update_one(
{"user_id": user_id}, {"$set": {"agent_preferences": preferences}}
)
user_doc["agent_preferences"] = preferences
return user_doc
def resolve_tool_details(tool_ids):
tools = user_tools_collection.find(
{"_id": {"$in": [ObjectId(tid) for tid in tool_ids]}}
)
return [
{
"id": str(tool["_id"]),
"name": tool.get("name", ""),
"display_name": tool.get("displayName", tool.get("name", "")),
}
for tool in tools
]
def get_vector_store(source_id):
"""
Get the Vector Store
@@ -1057,6 +1073,7 @@ class GetAgent(Resource):
"retriever": agent.get("retriever", ""),
"prompt_id": agent.get("prompt_id", ""),
"tools": agent.get("tools", []),
"tool_details": resolve_tool_details(agent.get("tools", [])),
"agent_type": agent.get("agent_type", ""),
"status": agent.get("status", ""),
"created_at": agent.get("createdAt", ""),
@@ -1106,6 +1123,7 @@ class GetAgents(Resource):
"retriever": agent.get("retriever", ""),
"prompt_id": agent.get("prompt_id", ""),
"tools": agent.get("tools", []),
"tool_details": resolve_tool_details(agent.get("tools", [])),
"agent_type": agent.get("agent_type", ""),
"status": agent.get("status", ""),
"created_at": agent.get("createdAt", ""),
@@ -1464,26 +1482,25 @@ class PinnedAgents(Resource):
decoded_token = request.decoded_token
if not decoded_token:
return make_response(jsonify({"success": False}), 401)
user_id = decoded_token.get("sub")
try:
user_doc = ensure_user_doc(user_id)
pinned_ids = user_doc.get("agent_preferences", {}).get("pinned", [])
hidden_ids = set(
user_doc.get("agent_preferences", {}).get("hidden_shared", [])
)
if not pinned_ids:
return make_response(jsonify([]), 200)
pinned_object_ids = [ObjectId(agent_id) for agent_id in pinned_ids]
pinned_agents_cursor = agents_collection.find(
{"_id": {"$in": pinned_object_ids}}
)
pinned_agents = list(pinned_agents_cursor)
existing_ids = {str(agent["_id"]) for agent in pinned_agents}
existing_agents = pinned_agents
existing_ids = {str(agent["_id"]) for agent in existing_agents}
# Clean up any stale pinned IDs
stale_ids = [
agent_id for agent_id in pinned_ids if agent_id not in existing_ids
]
@@ -1500,13 +1517,17 @@ class PinnedAgents(Resource):
"description": agent.get("description", ""),
"source": (
str(db.dereference(agent["source"])["_id"])
if "source" in agent and isinstance(agent["source"], DBRef)
if "source" in agent
and agent["source"]
and isinstance(agent["source"], DBRef)
and db.dereference(agent["source"]) is not None
else ""
),
"chunks": agent.get("chunks", ""),
"retriever": agent.get("retriever", ""),
"prompt_id": agent.get("prompt_id", ""),
"tools": agent.get("tools", []),
"tool_details": resolve_tool_details(agent.get("tools", [])),
"agent_type": agent.get("agent_type", ""),
"status": agent.get("status", ""),
"created_at": agent.get("createdAt", ""),
@@ -1520,12 +1541,13 @@ class PinnedAgents(Resource):
"pinned": True,
}
for agent in pinned_agents
if ("source" in agent or "retriever" in agent)
and str(agent["_id"]) not in hidden_ids
if "source" in agent or "retriever" in agent
]
except Exception as err:
current_app.logger.error(f"Error retrieving pinned agents: {err}")
return make_response(jsonify({"success": False}), 400)
return make_response(jsonify(list_pinned_agents), 200)
@@ -1572,11 +1594,11 @@ class PinAgent(Resource):
return make_response(jsonify({"success": True, "action": action}), 200)
@user_ns.route("/api/hide_shared_agent")
class HideSharedAgent(Resource):
@user_ns.route("/api/remove_shared_agent")
class RemoveSharedAgent(Resource):
@api.doc(
params={"id": "ID of the shared agent"},
description="Hide or unhide a shared agent for the current user",
description="Remove a shared agent from the current user's shared list",
)
def delete(self):
decoded_token = request.decoded_token
@@ -1589,6 +1611,7 @@ class HideSharedAgent(Resource):
return make_response(
jsonify({"success": False, "message": "ID is required"}), 400
)
try:
agent = agents_collection.find_one(
{"_id": ObjectId(agent_id), "shared_publicly": True}
@@ -1598,27 +1621,25 @@ class HideSharedAgent(Resource):
jsonify({"success": False, "message": "Shared agent not found"}),
404,
)
user_doc = ensure_user_doc(user_id)
hidden_list = user_doc.get("agent_preferences", {}).get("hidden_shared", [])
if agent_id in hidden_list:
users_collection.update_one(
{"user_id": user_id},
{"$pull": {"agent_preferences.hidden_shared": agent_id}},
)
action = "unhidden"
else:
users_collection.update_one(
{"user_id": user_id},
{"$addToSet": {"agent_preferences.hidden_shared": agent_id}},
)
action = "hidden"
ensure_user_doc(user_id)
users_collection.update_one(
{"user_id": user_id},
{
"$pull": {
"agent_preferences.shared_with_me": agent_id,
"agent_preferences.pinned": agent_id,
}
},
)
return make_response(jsonify({"success": True, "action": "removed"}), 200)
except Exception as err:
current_app.logger.error(f"Error hiding/unhiding shared agent: {err}")
current_app.logger.error(f"Error removing shared agent: {err}")
return make_response(
jsonify({"success": False, "message": "Server error"}), 500
)
return make_response(jsonify({"success": True, "action": action}), 200)
@user_ns.route("/api/shared_agent")
@@ -1636,23 +1657,27 @@ class SharedAgent(Resource):
return make_response(
jsonify({"success": False, "message": "Token or ID is required"}), 400
)
try:
query = {}
query["shared_publicly"] = True
query["shared_token"] = shared_token
try:
query = {
"shared_publicly": True,
"shared_token": shared_token,
}
shared_agent = agents_collection.find_one(query)
if not shared_agent:
return make_response(
jsonify({"success": False, "message": "Shared agent not found"}),
404,
)
agent_id = str(shared_agent["_id"])
data = {
"id": str(shared_agent["_id"]),
"id": agent_id,
"user": shared_agent.get("user", ""),
"name": shared_agent.get("name", ""),
"description": shared_agent.get("description", ""),
"tools": shared_agent.get("tools", []),
"tool_details": resolve_tool_details(shared_agent.get("tools", [])),
"agent_type": shared_agent.get("agent_type", ""),
"status": shared_agent.get("status", ""),
"created_at": shared_agent.get("createdAt", ""),
@@ -1669,15 +1694,29 @@ class SharedAgent(Resource):
if tool_data:
enriched_tools.append(tool_data.get("name", ""))
data["tools"] = enriched_tools
decoded_token = getattr(request, "decoded_token", None)
if decoded_token:
user_id = decoded_token.get("sub")
owner_id = shared_agent.get("user")
if user_id != owner_id:
ensure_user_doc(user_id)
users_collection.update_one(
{"user_id": user_id},
{"$addToSet": {"agent_preferences.shared_with_me": agent_id}},
)
return make_response(jsonify(data), 200)
except Exception as err:
current_app.logger.error(f"Error retrieving shared agent: {err}")
return make_response(jsonify({"success": False}), 400)
return make_response(jsonify(data), 200)
@user_ns.route("/api/shared_agents")
class SharedAgents(Resource):
@api.doc(description="Get shared agents")
@api.doc(description="Get shared agents explicitly shared with the user")
def get(self):
try:
decoded_token = request.decoded_token
@@ -1686,29 +1725,25 @@ class SharedAgents(Resource):
user_id = decoded_token.get("sub")
user_doc = ensure_user_doc(user_id)
pinned_ids = set(user_doc.get("agent_preferences", {}).get("pinned", []))
hidden_ids = user_doc.get("agent_preferences", {}).get("hidden_shared", [])
hidden_object_ids = [ObjectId(id) for id in hidden_ids]
shared_with_ids = user_doc.get("agent_preferences", {}).get(
"shared_with_me", []
)
shared_object_ids = [ObjectId(id) for id in shared_with_ids]
shared_agents_cursor = agents_collection.find(
{"shared_publicly": True, "user": {"$ne": user_id}}
{"_id": {"$in": shared_object_ids}, "shared_publicly": True}
)
shared_agents = list(shared_agents_cursor)
shared_ids_set = {agent["_id"] for agent in shared_agents}
hidden_ids_set = set(hidden_object_ids)
stale_hidden_ids = [
str(id) for id in hidden_ids_set if id not in shared_ids_set
]
if stale_hidden_ids:
found_ids_set = {str(agent["_id"]) for agent in shared_agents}
stale_ids = [id for id in shared_with_ids if id not in found_ids_set]
if stale_ids:
users_collection.update_one(
{"user_id": user_id},
{"$pullAll": {"agent_preferences.hidden_shared": stale_hidden_ids}},
{"$pullAll": {"agent_preferences.shared_with_me": stale_ids}},
)
visible_shared_agents = [
agent for agent in shared_agents if agent["_id"] not in hidden_ids_set
]
pinned_ids = set(user_doc.get("agent_preferences", {}).get("pinned", []))
list_shared_agents = [
{
@@ -1716,6 +1751,7 @@ class SharedAgents(Resource):
"name": agent.get("name", ""),
"description": agent.get("description", ""),
"tools": agent.get("tools", []),
"tool_details": resolve_tool_details(agent.get("tools", [])),
"agent_type": agent.get("agent_type", ""),
"status": agent.get("status", ""),
"created_at": agent.get("createdAt", ""),
@@ -1725,10 +1761,11 @@ class SharedAgents(Resource):
"shared_token": agent.get("shared_token", ""),
"shared_metadata": agent.get("shared_metadata", {}),
}
for agent in visible_shared_agents
for agent in shared_agents
]
return make_response(jsonify(list_shared_agents), 200)
except Exception as err:
current_app.logger.error(f"Error retrieving shared agents: {err}")
return make_response(jsonify({"success": False}), 400)

View File

@@ -46,7 +46,7 @@ pandas==2.2.3
openpyxl==3.1.5
pathable==0.4.4
pillow==11.1.0
portalocker==3.1.1
portalocker>=2.7.0,<3.0.0
prance==23.6.21.0
prompt-toolkit==3.0.51
protobuf==5.29.3
@@ -62,7 +62,7 @@ python-dotenv==1.0.1
python-jose==3.4.0
python-pptx==1.0.2
redis==5.2.1
referencing==0.36.2
referencing>=0.28.0,<0.31.0
regex==2024.11.6
requests==2.32.3
retry==0.9.2

View File

@@ -44,8 +44,8 @@ class ClassicRAG(BaseRetriever):
user_api_key=self.user_api_key,
decoded_token=decoded_token,
)
self.question = self._rephrase_query()
self.vectorstore = source["active_docs"] if "active_docs" in source else None
self.question = self._rephrase_query()
self.decoded_token = decoded_token
def _rephrase_query(self):
@@ -53,6 +53,8 @@ class ClassicRAG(BaseRetriever):
not self.original_question
or not self.chat_history
or self.chat_history == []
or self.chunks == 0
or self.vectorstore is None
):
return self.original_question
@@ -77,7 +79,7 @@ class ClassicRAG(BaseRetriever):
return self.original_question
def _get_data(self):
if self.chunks == 0:
if self.chunks == 0 or self.vectorstore is None:
docs = []
else:
docsearch = VectorCreator.create_vectorstore(

View File

@@ -3,18 +3,18 @@ from application.retriever.duckduck_search import DuckDuckSearch
from application.retriever.brave_search import BraveRetSearch
class RetrieverCreator:
retrievers = {
'classic': ClassicRAG,
'duckduck_search': DuckDuckSearch,
'brave_search': BraveRetSearch,
'default': ClassicRAG
"classic": ClassicRAG,
"duckduck_search": DuckDuckSearch,
"brave_search": BraveRetSearch,
"default": ClassicRAG,
}
@classmethod
def create_retriever(cls, type, *args, **kwargs):
retiever_class = cls.retrievers.get(type.lower())
retriever_type = (type or "default").lower()
retiever_class = cls.retrievers.get(retriever_type)
if not retiever_class:
raise ValueError(f"No retievers class found for type {type}")
return retiever_class(*args, **kwargs)
return retiever_class(*args, **kwargs)

View File

@@ -32,22 +32,26 @@ class FaissStore(BaseVectorStore):
with tempfile.TemporaryDirectory() as temp_dir:
faiss_path = f"{self.path}/index.faiss"
pkl_path = f"{self.path}/index.pkl"
if not self.storage.file_exists(faiss_path) or not self.storage.file_exists(pkl_path):
raise FileNotFoundError(f"Index files not found in storage at {self.path}")
if not self.storage.file_exists(
faiss_path
) or not self.storage.file_exists(pkl_path):
raise FileNotFoundError(
f"Index files not found in storage at {self.path}"
)
faiss_file = self.storage.get_file(faiss_path)
pkl_file = self.storage.get_file(pkl_path)
local_faiss_path = os.path.join(temp_dir, "index.faiss")
local_pkl_path = os.path.join(temp_dir, "index.pkl")
with open(local_faiss_path, 'wb') as f:
with open(local_faiss_path, "wb") as f:
f.write(faiss_file.read())
with open(local_pkl_path, 'wb') as f:
with open(local_pkl_path, "wb") as f:
f.write(pkl_file.read())
self.docsearch = FAISS.load_local(
temp_dir, self.embeddings, allow_dangerous_deserialization=True
)