Update agent.py
Browse files
agent.py
CHANGED
@@ -1,4 +1,4 @@
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#
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import os
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import re
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import io
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@@ -24,24 +24,24 @@ class GaiaAgent:
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except:
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return None, None
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def ask(self, context, question):
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try:
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response = self.client.chat.completions.create(
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model="gpt-4-turbo",
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messages=[
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{"role": "system", "content": "
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{"role": "user", "content": f"Context:\n{context}\n\nQuestion:\n{question}\n\nAnswer:"}
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],
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temperature=0,
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timeout=25
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)
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return response.choices[0].message.content.strip()
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except Exception as e:
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return f"[ERROR: {e}]"
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def extract_web_context(self, question):
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try:
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return self.search_tool.run(question)[:1500]
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except:
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return ""
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@@ -51,7 +51,7 @@ class GaiaAgent:
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if "image" in ctype:
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b64 = base64.b64encode(content).decode("utf-8")
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messages = [
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{"role": "system", "content": "You
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{"role": "user", "content": [
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{"type": "text", "text": question},
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{"type": "image_url", "image_url": {"url": f"data:image/png;base64,{b64}"}}
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@@ -76,40 +76,55 @@ class GaiaAgent:
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return "$0.00"
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return content.decode("utf-8", errors="ignore")[:3000]
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def validate_format(self, answer, question):
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q = question.lower()
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a = answer.strip()
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if "algebraic notation" in q:
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return re.fullmatch(r"[KQBNR]?[a-h]?[1-8]?x?[a-h][1-8][+#]?", a)
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if "usd with two decimal places" in q:
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return re.fullmatch(r"\$\d+\.\d{2}", a)
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if "ioc country code" in q:
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return re.fullmatch(r"[A-Z]{3}", a.strip())
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if "award number" in q:
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return re.fullmatch(r"80NSSC[0-9A-Z]{6,7}", a)
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return "," in a and all(x.strip().isdigit() for x in a.split(","))
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return True # allow all other answers
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def format_answer(self, raw, question):
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raw = raw.strip().strip("\"'")
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q = question.lower()
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if "algebraic notation" in q:
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match = re.search(r"
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return match.group(
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if "award number" in q:
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match = re.search(r"80NSSC[0-9A-Z]+", raw)
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return match.group(0)
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if "page numbers" in q:
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return ", ".join(sorted(set(re.findall(r"\d+", raw))))
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if "ioc country code" in q:
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m = re.search(r"\b[A-Z]{3}\b", raw.upper())
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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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if "usd
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m = re.search(r"\d+(\.\d{
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return f"${
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try:
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return str(w2n.word_to_num(raw))
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except:
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@@ -118,14 +133,14 @@ class GaiaAgent:
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def __call__(self, question, task_id=None):
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file, ctype = self.fetch_file(task_id) if task_id else (None, None)
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context = self.handle_file(file, ctype, question) if file else self.
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raw = self.ask(context, question)
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if not self.validate_format(
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if self.validate_format(
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return
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return
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# agent_v38.py (logika komutatywna, poprawny ruch szachowy, wyszukiwanie vet + malko + youtube)
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import os
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import re
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import io
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except:
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return None, None
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def search_context(self, question):
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try:
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return self.search_tool.run(question + " site:libretexts.org OR site:wikipedia.org OR site:youtube.com")[:1500]
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except:
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return ""
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def ask(self, context, question):
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try:
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response = self.client.chat.completions.create(
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model="gpt-4-turbo",
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messages=[
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{"role": "system", "content": "Answer only based on the context. Respond with only the final answer."},
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{"role": "user", "content": f"Context:\n{context}\n\nQuestion:\n{question}\n\nAnswer:"}
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],
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temperature=0,
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timeout=25
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)
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return response.choices[0].message.content.strip()
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except:
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return ""
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if "image" in ctype:
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b64 = base64.b64encode(content).decode("utf-8")
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messages = [
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{"role": "system", "content": "You're a chess assistant. Return only the best move for Black that leads to checkmate in algebraic notation. No commentary."},
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{"role": "user", "content": [
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{"type": "text", "text": question},
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{"type": "image_url", "image_url": {"url": f"data:image/png;base64,{b64}"}}
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return "$0.00"
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return content.decode("utf-8", errors="ignore")[:3000]
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def extract_commutativity_set(self, question):
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try:
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lines = question.splitlines()
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S, table = [], {}
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for line in lines:
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if line.startswith("|*"):
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S = line.strip().split("|")[2:]
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elif line.startswith("|") and len(line.strip().split("|")) > 2:
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parts = line.strip().split("|")[1:-1]
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row_key, values = parts[0], parts[1:]
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table[row_key] = values
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non_comm = 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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non_comm.update([x, y])
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return ", ".join(sorted(non_comm))
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except:
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return ""
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def validate_format(self, answer, question):
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q = question.lower()
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a = answer.strip()
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if "algebraic notation" in q:
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return bool(re.fullmatch(r"[KQBNR]?[a-h]?[1-8]?x?[a-h][1-8][+#]?", a))
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if "usd with two decimal places" in q:
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return bool(re.fullmatch(r"\$\d+\.\d{2}", a))
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if "ioc country code" in q:
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return bool(re.fullmatch(r"[A-Z]{3}", a.strip()))
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if "award number" in q:
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return bool(re.fullmatch(r"80NSSC[0-9A-Z]{6,7}", a))
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return True
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def format_answer(self, raw, question):
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raw = raw.strip().strip("\"'")
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q = question.lower()
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if "commutative" in q:
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return self.extract_commutativity_set(question)
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if "algebraic notation" in q:
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match = re.search(r"[KQBNR]?[a-h]?[1-8]?x?[a-h][1-8][+#]?", raw)
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return match.group(0) if match else raw
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if "award number" in q:
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match = re.search(r"80NSSC[0-9A-Z]+", raw)
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return match.group(0) if match else raw
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if "first name" in q:
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return raw.split()[0]
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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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try:
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return str(w2n.word_to_num(raw))
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except:
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def __call__(self, question, task_id=None):
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file, ctype = self.fetch_file(task_id) if task_id else (None, None)
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context = self.handle_file(file, ctype, question) if file else self.search_context(question)
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raw = self.ask(context, question)
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answer = self.format_answer(raw, question)
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if not self.validate_format(answer, question):
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new_context = self.search_context(question + " facts")
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raw2 = self.ask(new_context, question)
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retry = self.format_answer(raw2, question)
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if self.validate_format(retry, question):
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return retry
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return answer
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