SkyCamp 2023 commit 04

Author: okhat

skycamp2023.ipynb

@@ -49,7 +49,7 @@
     "    # !pip install dspy-ai\n",
     "    !pip install -e $repo_path\n",
     "\n",
-    "import dspy"
+    "!pip install transformers"
    ]
   },
   {
@@ -58,11 +58,8 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "!pip install transformers\n",
-    "\n",
     "import dspy\n",
     "from dspy.evaluate import Evaluate\n",
-    "from dspy.datasets.hotpotqa import HotPotQA\n",
     "from dspy.teleprompt import BootstrapFewShot, BootstrapFewShotWithRandomSearch, BootstrapFinetune"
    ]
   },
@@ -414,8 +411,8 @@
     "        self.retrieve = dspy.Retrieve(k=num_passages)\n",
     "        self.generate_query = dspy.ChainOfThought(\"question -> search_query\")\n",
     "\n",
-    "        # TODO: Define a dspy.ChainOfThought module with the signature `context, question -> answer`.\n",
-    "        self.generate_query_from_context = dspy.ChainOfThought(\"context, question -> search_query\")\n",
+    "        # TODO: Replace `None` with a dspy.ChainOfThought module that has the signature `context, question -> answer`.\n",
+    "        self.generate_query_from_context = None\n",
     "\n",
     "        self.generate_answer = dspy.ChainOfThought(\"context, question -> answer\")\n",
     "    \n",
@@ -425,12 +422,12 @@
     "        search_query = self.generate_query(question=question).search_query\n",
     "        passages += self.retrieve(search_query).passages\n",
     "\n",
-    "        # TODO: Use self.generate_query_from_context to generate a search query.\n",
-    "        # Note: Modules require named keyword arguments (e.g., context=..., question=...).\n",
-    "        search_query = self.generate_query_from_context(context=passages, question=question).search_query\n",
+    "        # TODO: Replace `None` with a call to self.generate_query_from_context to generate a search query.\n",
+    "        # Note: In DSPy, always pass keyword arguments (e.g., context=..., question=...) to the modules to avoid ambiguity.\n",
+    "        search_query2 = None\n",
     "\n",
-    "        # TODO: Use self.retrieve to retrieve passages. Append them to the list `passages`.\n",
-    "        passages += self.retrieve(search_query).passages\n",
+    "        # TODO: Replace `None` with a call to self.retrieve to retrieve passages. Append them to the list `passages`.\n",
+    "        passages += None\n",
     "\n",
     "        return self.generate_answer(context=deduplicate(passages), question=question)"
    ]