Update agent.py
Browse files
agent.py
CHANGED
@@ -1,3 +1,4 @@
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import os
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import re
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import io
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@@ -20,7 +21,7 @@ class GaiaAgent:
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r = requests.get(url, timeout=10)
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r.raise_for_status()
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return r.content, r.headers.get("Content-Type", "")
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except:
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return None, None
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def ask(self, prompt):
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@@ -32,14 +33,14 @@ class GaiaAgent:
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timeout=30
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)
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return r.choices[0].message.content.strip()
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except:
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return "[ERROR: ask failed]"
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def search_context(self, query):
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try:
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result = self.search_tool.run(query)
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return result[:2000] if result else "[NO WEB RESULT]"
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except:
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return "[WEB ERROR]"
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def handle_file(self, content, ctype, question):
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@@ -73,4 +74,82 @@ class GaiaAgent:
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return "[NO FOOD SALES DATA]"
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return content.decode("utf-8", errors="ignore")[:3000]
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except Exception as e:
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# agent_v43.py — Najlepsze cechy z V18–V34: precyzja, retry fallback, stabilność
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import os
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import re
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import io
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r = requests.get(url, timeout=10)
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r.raise_for_status()
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return r.content, r.headers.get("Content-Type", "")
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except Exception:
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return None, None
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def ask(self, prompt):
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timeout=30
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)
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return r.choices[0].message.content.strip()
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except Exception:
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return "[ERROR: ask failed]"
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def search_context(self, query):
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try:
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result = self.search_tool.run(query)
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return result[:2000] if result else "[NO WEB RESULT]"
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except Exception:
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return "[WEB ERROR]"
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def handle_file(self, content, ctype, question):
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return "[NO FOOD SALES DATA]"
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return content.decode("utf-8", errors="ignore")[:3000]
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except Exception as e:
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return f"[FILE ERROR: {e}]"
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def extract_commutativity_set(self, table_txt):
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try:
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lines = table_txt.splitlines()
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S, table = [], {}
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for l in lines:
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if l.startswith("|*"):
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S = l.strip().split("|")[2:]
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elif l.startswith("|"):
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parts = l.strip().split("|")[1:-1]
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table[parts[0]] = parts[1:]
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fail = set()
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for x in S:
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for y in S:
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if table[x][S.index(y)] != table[y][S.index(x)]:
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fail |= {x, y}
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return ", ".join(sorted(fail))
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except Exception:
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return "[COMMUTATIVE ERROR]"
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def extract_ingredients(self, text):
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try:
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candidates = re.findall(r"[a-zA-Z]+(?:\s[a-zA-Z]+)?", text)
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blocked = {"add", "combine", "cook", "stir", "remove", "cool", "mixture", "saucepan", "until", "heat", "dash"}
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clean = [c.lower() for c in candidates if c.lower() not in blocked and len(c.split()) <= 3]
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return ", ".join(sorted(set(clean)))
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except Exception:
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return text[:100]
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def format_answer(self, answer, question):
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q = question.lower()
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raw = answer.strip().strip("\"'")
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if "commutative" in q:
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return self.extract_commutativity_set(question)
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if "ingredient" in q:
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return self.extract_ingredients(raw)
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if "algebraic notation" in q:
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m = re.search(r"[KQBNR]?[a-h]?[1-8]?x?[a-h][1-8][+#]?", raw)
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return m.group(0) if m else raw
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if "usd" in q:
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m = re.search(r"\$?\d+(\.\d{2})", raw)
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return f"${m.group()}" if m else "$0.00"
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if "award number" in q:
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m = re.search(r"80NSSC[0-9A-Z]+", raw)
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return m.group(0) if m else raw
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if "first name" in q:
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return raw.split()[0]
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try:
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return str(w2n.word_to_num(raw))
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except Exception:
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m = re.search(r"\d+", raw)
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return m.group(0) if m else raw
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def retry_fallback(self, question):
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try:
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prompt = f"""Answer concisely and factually:
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Question: {question}"""
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return self.ask(prompt)
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except Exception:
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return "[RETRY FAILED]"
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def __call__(self, question, task_id=None):
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try:
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content, ctype = self.fetch_file(task_id) if task_id else (None, None)
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context = self.handle_file(content, ctype, question) if content else self.search_context(question)
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prompt = f"""Use this context to answer:
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{context}
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Question:
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{question}
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Answer:"""
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raw = self.ask(prompt)
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if not raw or "[ERROR" in raw or "step execution failed" in raw:
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retry = self.retry_fallback(question)
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return self.format_answer(retry, question)
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return self.format_answer(raw, question)
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except Exception as e:
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return f"[AGENT ERROR: {e}]"
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