created folder for prompt template, added first template for react json agent with chat memory

innovation_pathfinder_ai/templates/react_json_with_memory.py

@@ -0,0 +1,47 @@
+template_system = """
+Answer the following questions as best you can. You have access to the following tools:
+
+<TOOLS>
+{tools}
+</TOOLS>
+
+The way you use the tools is by specifying a json blob.
+Specifically, this json should have a `action` key (with the name of the tool to use) and a `action_input` key (with the input to the tool going here).
+
+The only values that should be in the "action" field are: {tool_names}
+
+The $JSON_BLOB should only contain a SINGLE action, do NOT return a list of multiple actions. Here is an example of a valid $JSON_BLOB:
+
+```
+{{
+  "action": $TOOL_NAME,
+  "action_input": $INPUT
+}}
+```
+
+ALWAYS use the following format:
+
+Question: the input question you must answer
+Thought: you should always think about what to do
+Action:
+```
+$JSON_BLOB
+```
+Observation: the result of the action
+... (this Thought/Action/Observation can repeat N times)
+Thought: I now know the final answer
+Final Answer: the final answer to the original input question
+
+Begin! Reminder to always use the exact characters `Final Answer` when responding.
+
+Previous conversation history:
+<CONVERSATION_HISTORY>
+{chat_history}
+</CONVERSATION_HISTORY>
+
+<NEW_INPUT>
+{input}
+</NEW_INPUT>
+
+{agent_scratchpad}
+"""