work in progress

src/app.py

@@ -32,6 +32,68 @@ def health_healthz():
     return jsonify("OK"), 200
 
 
+@app.post("/add_points")
+def add_points():
+    #doc uuid and clauses: [{},{}]
+    if request.content_type == 'application/json':
+        try:
+            data = request.get_json(force=True)
+            if data is None:
+                raise BadRequest
+        except BadRequest:
+            return jsonify({"error": "Invalid JSON"}), 400
+    else:
+        
+        data = request.form.to_dict()
+    
+    doc_uuid=data.get("doc_uuid")
+    clauses = data.get("clauses", [])
+    if not doc_uuid or not clauses:
+        return jsonify({"error": "Missing 'doc_uuid' or 'clauses' in request"}), 400
+    
+    vector_points = []
+
+    for clause in clauses:
+        clause_id = clause.get("clause_id")
+        line_item = clause.get("line_item")
+        line_number = clause.get("line_number")
+
+        if not clause_id or not line_item:
+            return jsonify({"error":"Missing fileds in clause"}), 400
+        
+        try:
+            clause_vectors=Embedding.call(line_item)
+            logger.info("clause_vectors STAR %s" % (clause_vectors))
+            logger.info(f"type of clause_vectors: {type(clause_vectors)}")
+            logger.info(f"LENGTH JOUNR of clause_vectors: {len(clause_vectors)}")
+            logger.info("TEST +++++")
+        except Exception as e:
+            return jsonify({"error": f"Embedding failed: {str(e)}"}), 500
+        
+        payload = {
+            "doc_id": doc_uuid,
+            "clause_id": clause_id,
+            "line_item": line_item,
+            "line_number": line_number
+        }
+        logger.info(f"length of clause_vectors: {len(clause_vectors)}")
+        for vector in clause_vectors:
+            point = PointStruct(
+                id=str(uuid.uuid7()),
+                vector=vector.tolist(),
+                payload=payload
+            )
+            vector_points.append(point)
+        logger.info(f"length of vector_points: {len(vector_points)}")
+    try:
+        result = Qdrant.get_client().upsert(
+            points= vector_points
+        )
+    except Exception as e:
+        return jsonify({"error": f"Qdrant upsert failed: {str(e)}"}), 500
+    
+    return jsonify({"message": f"{len(vector_points)} points added successfully"}), 200
+
 @app.post("/add")
 def add():
     if request.content_type == 'application/json':
@@ -61,7 +123,7 @@ def add():
         payload["user_meta"] = user_meta if isinstance(user_meta, dict) else json.loads(user_meta)
 
     clause_vectors = Embedding.call(clause_text)
-    
+    logger.info(f"clause vectors line 126: {clause_vectors}")
     result = Qdrant.get_client().upsert(
         points=[
             PointStruct(